scarce data

USAGE SUMMARY

"scarce data" is correct and usable in written English.
You can use it to describe a situation where there is limited information available or a lack of information. For example: "We had to make a decision based on the scarce data that was available."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Nevertheless only scarce data on their behavior under high-dose γ-irradiation are available.

Advances in Space Research

These experimental data are complementary to the other, but scarce, data sets published in the literature.

Journal of Sound and Vibration

However, scarce data are present on the clinical parameters associated with this phenomenon.

Atherosclerosis

Yet, ecologists are usually faced with scarce data and must often make subjective choices about scale.

Ecological Modelling

However, there are scarce data on these factors from the Middle East.

Saudi Pharmaceutical Journal

Scarce data are available on the risk of nonfatal and fatal cardiovascular diseases in these subjects.

Journal of Clinical Epidemiology

Moreover, there are scarce data for ground temperature and deformation in in-cuts roadbed.

Cold Regions Science and Technology

Scarce data have been provided for the individual effect of elevated free fatty acids (FFAs) on EPCs.

Archives of Medical Research

In particular, we improved the mid-Holocene RSL record in Sardinia, where only scarce data were previously available.

Global and Planetary Change

Unfortunately only scarce data on the pressure drop of liquid and vapour redistribution sections can be found in open literature.

Chemical Engineering and Processing: Process Intensification

Modern measurement techniques offer high-resolution concentration data but data analysis tools are usually designed for scarce data.

Computers & Chemical Engineering

Expert writing Tips

Best practice

In situations with "scarce data", consider using alternative research methods, such as qualitative studies or expert consultations, to supplement the quantitative data.

Common error

Avoid making definitive claims or broad generalizations when your analysis is based on "scarce data". Instead, frame your findings as preliminary or exploratory.

Linguistic Context

The phrase "scarce data" typically functions as a noun phrase, with "scarce" modifying "data". It describes a situation where the available information is limited or insufficient for comprehensive analysis. As Ludwig AI suggests, this term is grammatically sound and widely used.

Expression frequency: Very common

Frequent in

Science

86%

News & Media

8%

Academia

3%

Less common in

Formal & Business

2%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "scarce data" is a grammatically correct and frequently used term, as Ludwig AI confirms, particularly in scientific and academic contexts. It describes situations where the available information is limited, which can impact the reliability and generalizability of findings. When using this phrase, it's important to acknowledge limitations and avoid overstating conclusions. Related phrases include "limited data", "meager data", and "sparse data", each carrying slightly different connotations. By understanding these nuances, writers can effectively communicate the challenges and limitations associated with working with incomplete information.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

limited data

Focuses on the restricted quantity of data, without necessarily implying inadequacy.

meager data

Highlights the insufficiency and poor quality of the data.

sparse data

Emphasizes the scattered and thinly distributed nature of the data.

inadequate data

Directly points out the data's inability to fulfill the required purpose.

scant data

Stresses the minimal and barely sufficient amount of data available.

paucity of data

A more formal way to express a shortage or lack of data.

dearth of data

Indicates a severe lack or absence of data.

limited information

Broadly refers to a restricted amount of information, not specifically data.

insufficient evidence

Emphasizes the lack of evidence to support a claim or conclusion.

lack of data

A general term indicating an absence of data.

FAQs

How can I use "scarce data" in a sentence?

You can use "scarce data" to describe situations where there's limited information available. For example: "The research team faced challenges due to the "scarce data" on the long-term effects of the treatment."

What are some synonyms for "scarce data"?

Alternatives to "scarce data" include "limited data", "meager data", or "sparse data", all conveying a deficiency in available information.

Is it appropriate to use "scarce data" in formal writing?

Yes, "scarce data" is appropriate for formal writing, particularly in academic or scientific contexts when discussing research limitations or data availability. You can also use other alternatives like "paucity of data" or "dearth of data" for a more formal tone.

What does it mean when research findings are based on "scarce data"?

When research is based on "scarce data", it means the conclusions might be less reliable or generalizable due to the limited amount of information available. Further studies may be needed to validate the findings.