because they lacked data

USAGE SUMMARY

The phrase "because they lacked data" is correct and usable in written English.
It can be used to explain a reason for a decision or outcome that is dependent on insufficient information or evidence. Example: "The researchers were unable to draw any conclusions from their study because they lacked data."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

8 human-written examples

But because they lacked data about generators' actual costs, their estimates may be too low.

The New York Times

City officials complained that their hands were tied because they lacked data.

The Washington Post

Scientists had never seen seismic evidence that a far-away earthquake can register in Antarctica's ice in part because they lacked data.

Science Magazine

The calculation could not be performed for two of the samples, Ceará and Santa Catarina, because they lacked data on one or more color categories.

Plosone

14 practices were excluded because they lacked data for all 7 years.

BMJ Open

Analysis included only 148 cases for which microbiological and demographic information were available; 13 cases were excluded from further analysis because they lacked data on leukocyte count.

BMC Infectious Diseases

Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

Are click-fraud auditors hamstrung in their efforts to assess click fraud accurately because they lack data that Google has, particularly click-through rates (the number of times an ad is clicked for each time it appears)?

Forbes

Subsequently, additional studies were excluded because they lacked sufficient data (n = 25) or did not contain high quality data (n = 2).

BMC Gastroenterology

An additional 134 individuals were excluded because they lacked complete data required to calculate 30-year CVD risk.

BMC Public Health

Among the 1927 cases investigated, 53 cases were excluded because they lacked RT PCR data and the FISH analysis failed.

British Journal of Cancer

Of all the study participants followed, 353 could not be included in the analyses because they lacked important data (347 individuals on the SF-36, and 6 on other variables of interest).

Health and Quality of Life Outcomes

Expert writing Tips

Best practice

When using the phrase "because they lacked data", ensure the context clearly identifies who 'they' refers to, and what the consequences of lacking data were. Be specific about the missing information's impact.

Common error

Avoid vague statements. Instead of saying "the project failed because they lacked data", specify what type of data was missing and how its absence directly contributed to the failure. For example: "The project failed because they lacked data on customer demographics, preventing accurate market analysis".

Linguistic Context

The phrase "because they lacked data" functions as an adverbial clause of reason, providing an explanation for a preceding statement. Ludwig AI confirms its usability in written English.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

25%

Formal & Business

15%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "because they lacked data" is a grammatically correct and usable phrase in English, employed to provide a reason based on a deficiency of information. Ludwig AI analysis confirms its validity and practicality across diverse contexts. The phrase appears most frequently in scientific and news contexts, suggesting a neutral to formal register. When employing this phrase, ensure clarity regarding who 'they' refers to and the precise impact of the missing data. While direct, alternatives such as "due to insufficient data" may offer a more formal tone in certain settings.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

due to their lack of information

Replaces "because" with "due to" and rephrases "lacked data" as "lack of information".

owing to their insufficient data

Uses "owing to" instead of "because" and "insufficient data" as a more formal alternative.

as a result of the absence of data

Substitutes "because" with "as a result of" and emphasizes the "absence" of data.

given their data deficit

Replaces the original phrase with a more concise and direct term, "data deficit".

since they were short on data

Uses "since" in place of "because" and phrases the lack as being "short on data".

for want of data

A more formal and somewhat archaic expression meaning "due to a lack of".

lacking sufficient information, they...

Inverts the structure and uses a participial phrase to convey the reason.

they couldn't proceed because of missing data

Explains the consequence of lacking data more explicitly.

their analysis was limited by the data scarcity

Focuses on the limitation imposed by the "data scarcity".

they were hampered by the dearth of data

Uses "hampered" to express impediment and "dearth" to express scarcity.

FAQs

How can I rephrase "because they lacked data" to sound more formal?

For a more formal tone, consider using phrases like "owing to their insufficient data", "due to the absence of data", or "as a consequence of their limited data availability".

What are some synonyms for "lacked data"?

Alternatives include "data deficit", "insufficient data", "missing information", or "incomplete data set".

Is it grammatically correct to say "because they lacked data"?

Yes, the phrase "because they lacked data" is grammatically correct. It's a common way to explain the reason for a decision or outcome based on insufficient information.

How does "because they lacked data" differ from "due to insufficient data"?

While both convey a similar meaning, "because they lacked data" is more direct and personal, emphasizing the agent ('they') and their lack. "due to insufficient data" is more formal and impersonal, focusing on the data itself.