Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
attributed to missing information
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "attributed to missing information" is correct and usable in written English.
You can use it when discussing the reasons for a lack of clarity or understanding in a situation due to incomplete data or details. Example: "The discrepancies in the report were attributed to missing information that was not provided by the team."
✓ Grammatically correct
Science
News & Media
Wiki
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
1 human-written examples
It might be attributed to missing information or patients with unresected cancers.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
Domain knowledge challenges related to difficulties attributed to missing or incorrect domain knowledge in science.
The remaining 3.3% were attributed to missing junctions or gaps (Fig. 8).
Science
Beyond this, some deaths could be attributed to missed diagnosis of uncommon diseases.
This can again be attributed to the missing information of physical constraints in protein interaction networks leading to the fusion of highly modular dense subnetworks (Supplementary Fig. S3).
Science
Eight questionnaires had to be excluded due to missing information.
Science
Eighty plots had earlier been discarded due to missing information.
aNumbers may vary due to missing information.
Science
Does not sum up to 1001 due to missing information.
Science
Occasional missing values, due to missing information, were regarded as random.
dSome cases and controls excluded due to missing information.
Science
Expert writing Tips
Best practice
When using "attributed to missing information", ensure the context clearly identifies what is being attributed and what specific information is lacking. This enhances clarity and avoids ambiguity.
Common error
Avoid using "attributed to missing information" as a blanket explanation without identifying the specific data gaps. Always specify what information is missing to provide a more precise and actionable understanding.
Source & Trust
83%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "attributed to missing information" serves as a causal connector, linking an outcome or situation to the absence of specific data. Ludwig AI validates its grammatical correctness and common usage.
Frequent in
Science
50%
News & Media
25%
Wiki
25%
Less common in
Formal & Business
0%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "attributed to missing information" is a grammatically sound and commonly used expression to indicate that a situation or result is explained by the absence of certain data. As Ludwig AI confirms, it functions as a causal connector, often appearing in scientific, news, and general contexts. To ensure clear and effective communication, it's important to specify what information is lacking rather than using it as a vague explanation. Alternatives such as "due to incomplete data" or "resulting from lack of data" can also be used depending on the context.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
due to incomplete data
Replaces "missing information" with a more formal term, "incomplete data".
resulting from lack of data
Emphasizes the "lack" aspect, highlighting the absence of necessary information.
caused by insufficient details
Uses "insufficient details" to specify the type of missing information.
ascribed to data gaps
Employs more technical terms, "ascribed" and "data gaps", making it suitable for scientific contexts.
explained by the absence of information
Focuses on the explanation aspect, where the lack of information is the reason.
linked to a deficit of data
Indicates a connection or relationship to the absence of data.
owing to information scarcity
Uses "scarcity" to describe the limited availability of information.
stemming from a paucity of details
Uses more formal language such as "paucity" and "stemming from".
because of an information void
Emphasizes the complete absence of information by using the term "void".
related to a lack of comprehensive data
Highlights the lack of comprehensiveness in the available data.
FAQs
What does "attributed to missing information" mean?
It means that a particular situation, result, or conclusion is believed to be caused or explained by the absence of certain data or details.
How can I use "attributed to missing information" in a sentence?
For example, "The discrepancies in the report were "attributed to missing information" that was not provided by the team".
What are some alternatives to "attributed to missing information"?
You can use alternatives like "due to incomplete data", "resulting from lack of data", or "caused by insufficient details".
Is it better to say "attributed to missing information" or "due to missing information"?
Both phrases are grammatically correct and can be used interchangeably. However, ""attributed to missing information"" might be slightly more formal.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.3/5
Expert rating
Real-world application tested