due to lacking data

USAGE SUMMARY

"due to lacking data" is a correct and usable part of a sentence in written English.
It suggests that the speaker/writer does not have sufficient information to reach a conclusion. You could use it in a sentence such as: "The researcher was unable to reach a final conclusion on the study due to lacking data."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

Due to lacking data, we were not able to perform sensitivity analyses on alcohol consumption, family history of cancer or physical activity.

BMJ Open

It is also possible that some duplicates were misidentified as singletons due to lacking data from one ohnolog or extensive divergence between ohnologs.

BMC Genomics

The element of irrigation water requirement dedicated to salt leaching is not estimated and thus not included in estimations proposed in this study due to lacking data regarding salinization which is highly contextual.

Food and Agriculture Organization of the United Nations

However, it is hard to make a decision that the immediately stone-free rate can be increased and the operative time can be shorten compared to micro-PCNL due to lacking data in this study.

BioMed Research International

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

Due to lack of data or incorrect data collection, 21 herds were excluded.

Acta Veterinaria Scandinavica

Other countries are excluded from the world risk index due to lack of data.

The Guardian

Attribution can sometimes be hard to prove, either for methodological reasons of complexity or due to lack of data.

The Guardian - Opinion

There are no forecasts on household or family level in Sweden, mostly due to lack of data.

Princeton University

Moreover, probabilistic descriptions of uncertain model parameters are not always available due to lack of data.

Applied Mathematical Modelling

However, the actual t 1 might be shorter than three weeks due to lack of data points between week 1 and 3.

Nature

But while such innovations sound nice, it's not likely to happen due to lack of data organization options.

Forbes

Expert writing Tips

Best practice

When using "due to lacking data", clearly state what specific analysis or conclusion was affected by the lack of data. This provides context and transparency.

Common error

Avoid exaggerating the consequences of lacking data. Instead of claiming a complete inability to proceed, acknowledge the limitations and suggest alternative approaches or future research directions.

Linguistic Context

The phrase "due to lacking data" functions as an adverbial phrase of reason, explaining why something could not be done or why a certain outcome occurred. It modifies a clause by providing the reason or cause for the action or state described in that clause. Ludwig AI confirms its usability.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

20%

Academia

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "due to lacking data" is a grammatically sound phrase used to express limitations or provide explanations when information is scarce. Although Ludwig AI validates its correctness, keep in mind that it is less common than "due to lack of data". Its primary function is to justify or clarify decisions, and it finds its niche predominantly in formal and scientific contexts. When you use the phrase "due to lacking data", ensure you emphasize the specific impact of the data deficit, but avoid exaggerating the consequences. The sources where the examples are taken confirm the correctness of this expression.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

due to insufficient data

Replaces "lacking" with "insufficient", emphasizing the inadequacy of the data.

owing to a scarcity of data

Uses "owing to" for "due to" and highlights the "scarcity" of data, adding a touch of formality.

because of inadequate data

Substitutes "lacking" with "inadequate", stressing that the data is not good enough.

due to a paucity of data

Employs "paucity" to denote a small quantity of data, lending a more formal tone.

data limitations precluded

Expresses the idea by stating data limitations "precluded" something, resulting in a more concise rephrasing.

due to the absence of data

Replaces "lacking" with "absence", directly stating that data is missing.

the data was not available

A simpler, more direct way of saying that data could not be used because it didn't exist or wasn't accessible.

limited data availability

Focuses on the "availability" of data being limited, providing a slightly different emphasis.

data constraints hindered

Indicates that "data constraints" actively "hindered" progress or analysis.

incomplete datasets prevented

Highlights that "incomplete datasets" directly "prevented" further action or conclusion.

FAQs

What can I say instead of "due to lacking data"?

You can use alternatives like "due to insufficient data", "owing to a scarcity of data", or "because of inadequate data" depending on the context.

Is "due to lacking data" grammatically correct?

Yes, "due to lacking data" is grammatically correct. It's a valid way to express that a situation or conclusion is affected by the absence of sufficient information.

How does "due to lacking data" differ from "due to lack of data"?

While both phrases convey a similar meaning, "due to lack of data" is more common and often considered more formal. "Due to lacking data" is also correct and understandable, but it's used less frequently.

In what contexts is "due to lacking data" most appropriate?

"Due to lacking data" is suitable in scientific reports, research papers, or any situation where you need to explain a limitation caused by insufficient information. It is most frequently used in science and related fields.