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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
owing to missing
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "owing to missing" is not correct in standard written English.
It can be used when explaining a reason for something being absent or not present, but it requires additional context to be grammatically correct. Example: "The meeting was canceled owing to missing key participants."
Science
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
60 human-written examples
The next expedition to take a plane to the Antarctic was Shackleton's 1921 22 Quest Expedition, but the Avro Baby remained grounded owing to missing parts.
Wiki
§Discrepancies in totals owing to missing responses.
Science
Denominators vary owing to missing data at baseline.
Science
We had to exclude 168 cases owing to missing data.
Science
> -wrap-foot> a. Numbers occasionally add to less than these figures owing to missing data.
Furthermore, owing to missing data, the sample sizes for some of the variables were somewhat small.
Science
Not all numbers add up to totals owing to missing data.
Science
The total number (n) of observations varies per exposure, owing to missing data.
Science
‡Total numbers of events in analysis of dose are reduced owing to missing data on dose.
Science
6089 admissions were excluded owing to missing data on sex variable.
Science
* The number of subjects may differ between the variables owing to missing data.
Expert writing Tips
Best practice
Consider using more direct language, such as "due to the lack of", to improve clarity and readability.
Common error
While acceptable, "owing to missing" can sound overly formal in casual conversation. Opt for simpler alternatives like "because of" or "due to" in less formal settings.
Source & Trust
83%
Authority and reliability
3.9/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "owing to missing" functions as a causal prepositional phrase. It connects a result or consequence to the reason of something being absent or incomplete. Ludwig examples show this phrase used to explain data exclusions in scientific research, highlighting its role in providing reasons.
Frequent in
Science
75%
Wiki
15%
Formal & Business
5%
Less common in
News & Media
2%
Reference
2%
Encyclopedias
1%
Ludwig's WRAP-UP
In summary, "owing to missing" serves as a causal connector, frequently appearing in scientific and formal writing to explain absences or incompleteness. While Ludwig AI recognizes the phrase's usage, it advises considering the context for grammatical correctness, highlighting that additional context is sometimes needed. The examples showcase its role in justifying data exclusions or incomplete results. Although it's acceptable, particularly in scientific contexts, alternatives like "due to a lack of" may offer improved clarity or be more appropriate for less formal settings. The phrase's high frequency and prevalence in reputable scientific journals confirm its common, yet specialized, usage.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
due to a lack of
Replaces "owing to" with "due to" and uses "lack of" instead of "missing", focusing on the absence of something.
because of the absence of
More explicitly states the cause as the absence of something, providing a clearer reason.
resulting from incomplete
Emphasizes the consequence of something being unfinished or partial.
as a consequence of lacking
Highlights the result of a deficiency or shortage.
attributable to the omission of
A more formal way of indicating that something is due to what has been left out.
caused by the deficiency in
Focuses on the deficiency as the direct cause.
stemming from the unsupplied
Indicates that the cause originates from what was not provided.
given the unavailability of
Emphasizes the fact that something was not accessible or present.
on account of the data void
Highlights that the reason is due to a gap in information.
deriving from a gap in
Suggests that the reason originates from a void or space.
FAQs
How can I use "owing to missing" in a sentence?
Use "owing to missing" to explain why something is incomplete or absent. For instance, "The analysis was incomplete owing to missing data."
What are some alternatives to "owing to missing"?
You can use alternatives like "due to a lack of", "because of the absence of", or "resulting from incomplete" depending on the context.
Is it better to say "owing to missing" or "due to missing"?
"Due to missing" is generally more common and slightly less formal than "owing to missing". Both are acceptable, but context might influence the best choice.
What's the difference between "owing to missing" and "because of missing"?
"Owing to missing" and "because of missing" are similar, but "owing to" often implies a slightly more formal or significant reason. However, "because of" is usually simpler and more direct.
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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
3.9/5
Expert rating
Real-world application tested