lacking data

USAGE SUMMARY

The phrase "lacking data" is correct and usable in written English.
It can be used when indicating that there is insufficient information or evidence available on a particular subject or issue. Example: "The research findings are inconclusive due to the study being lacking data on participant demographics."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

For example, researchers may exclude taxa lacking data for some genes or exclude a gene lacking data in some taxa.

Journal of Biomedical Informatics

While global estimates of surrogacy are lacking, data indicate that the practice has increased rapidly.

Yale University

And so, lacking data, the Baby Boomers in charge recycle narratives from older wars including, inevitably, Vietnam.

University of California, Berkeley

Yesterday's report was reviewed twice by the Royal Society, the UK's national academy of science, and heavily criticised for being inadequate and lacking data.

The Guardian

Particularly striking in terms of the lacking data was Boyd's admission that there is "no information at all" on the changing state of overall insect pollination.

The Guardian

The overall database is weak, lacking data on reproductive and developmental endpoints in human or non-human primates.

Environmental Toxicology and Pharmacology

Lacking data on income, past studies of historical intergenerational mobility have relied on occupation transition data for fathers and sons to measure mobility.

Harvard University

Lacking data from a randomized experiment, we estimate a user's counterfactual consumption during Demand Response (DR) events using tools from Machine Learning.

University of California, Berkeley

Existing technologies such as remote sensing are valuable tools for estimating the lacking data, as these technologies become more widely available and have a high areal coverage.

Journal of Hydrology

She criticized the M.I.T. study as lacking data (the data were not made public because they were confidential) and said it amounted to "little more than a political manifesto".

The New York Times - Science

The other parameters such as the pore connectivity term (l) and the degree of anisotropy (k) were significantly lacking data, thus only their relationships with porosity were proposed.

Waste Management

Expert writing Tips

Best practice

When using "lacking data", specify the type of data that is missing to provide clarity and context. For instance, instead of saying "the study is lacking data", specify "the study is lacking data on long-term effects".

Common error

Avoid using "lacking data" without providing context or specifying what kind of data is missing. This can make your statement vague and less impactful. Always strive for precision.

Linguistic Context

The phrase "lacking data" functions primarily as an adjectival modifier, describing a subject that is deficient in data. As noted by Ludwig AI, this phrase is grammatically correct and widely used. The examples provided demonstrate its role in qualifying various nouns, such as studies, reports, or models.

Expression frequency: Very common

Frequent in

Science

59%

News & Media

22%

Academia

19%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "lacking data" is a common and grammatically correct way to indicate a deficiency in information. As Ludwig AI confirms, it's frequently used in various contexts, particularly within scientific, academic, and news domains. Its purpose is to highlight limitations, explain uncertainties, or justify methodological choices when complete information is unavailable. Related phrases, such as "missing information" or "insufficient data", offer alternative ways to express a similar meaning, each with slightly different nuances. When using "lacking data", it’s best to specify the type of data that is missing to provide greater clarity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

missing information

Focuses on the absence of specific pieces of information.

insufficient data

Emphasizes that the amount of data is not enough.

data scarcity

Highlights the rarity or limited availability of data.

limited data

Suggests that while some data exists, it is not comprehensive.

deficient in data

Indicates a clear shortage or inadequacy of data.

data gap

Points to a specific area where data is absent.

absence of data

Directly states that there is no data present.

no data available

Indicates that data could not be found or is not accessible.

data unavailable

Suggests the data exists but cannot be accessed.

wanting data

Implies a need for data that is not currently provided.

FAQs

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

You can use "lacking data" to indicate a deficiency in available information, such as: "The conclusions are tentative due to the study being "lacking data" on specific demographics".

What are some alternatives to "lacking data"?

Alternatives include "insufficient data", "missing information", or "data scarcity" depending on the specific context.

Is it more appropriate to say "lacking data" or "missing data"?

Both "lacking data" and "missing data" are acceptable. "Lacking data" emphasizes the absence, while "missing data" highlights that data was expected but is not present. The choice depends on the specific nuance you want to convey.

What does it mean when a study is described as "lacking data"?

When a study is described as ""lacking data"", it means that there is not enough information available to draw firm conclusions or that certain key variables were not measured or recorded.