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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
due to refusal
Grammar usage guide and real-world examplesUSAGE SUMMARY
"due to refusal" is a grammatically correct phrase and can be used in written English.
It is typically used to explain the reason for a negative outcome or action. Here are a few examples: - The project was delayed due to the refusal of the city council to approve the budget. - The party had to be cancelled due to the refusal of the venue to host it. - Due to his refusal to follow the rules, the student was expelled from school. - The meeting was unproductive due to the refusal of certain members to participate. - The company's profits have suffered due to the refusal of shareholders to invest in new technology.
✓ Grammatically correct
Science
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 number of patients was rather small due to refusal of study participants (29 patients refused to participate) and the lack of a control group.
Science
Two patients did not complete the treatment (one in each group), for causes unrelated to the medication, and five more did not receive a follow-up ENG due to refusal or losing the report.
Of 267 patients who visited our clinic, 40 were excluded from this study due to refusal to participate (n = 14), probable migraine (n = 10), serious medical or neurological disorders (n = 8), age older than 70 years (n = 5), age younger than 18 years (n = 2), and illiteracy (n = 1).
Five subjects (9.8%) in the IV group crossed over to epidural analgesia due to refusal of the clinicians (n = 3) or unstated reasons (n = 3); none were due to inadequate analgesia or complications related to IV opioids.
Science
Twenty four infants could not be included in the study due to refusal of parents to donate their infant blood or due to infant death, being sick, moving outside the study area, or being untraceable.
Science
Attrition of controls was due to refusal (28.2%) and to nonresponse (5.1%).
Science
Sixth, attrition from the TOPP study was mainly due to refusal to participate.
Science
From them, 24 patients (16.7%) were excluded due to refusal to participate in the study.
In addition to drop out due to refusal or non-contact, individuals died between the stages.
Science
Losses due to refusal or inability to locate the mother occurred in 5.8% of cases [ 10].
Science
It is noteworthy that only 33 households (0.6%) were not interviewed due to refusal to participate.
Science
Expert writing Tips
Best practice
Consider the formality of your writing. While "due to refusal" is generally acceptable, more formal contexts may benefit from alternatives like "owing to the denial of".
Common error
Avoid using "due to" at the beginning of a sentence. While grammatically incorrect in some interpretations, starting a sentence with "Due to" is perceived as awkward. Instead, use "Because of" or rephrase the sentence. For example, instead of "Due to the refusal, the project was delayed," write "Because of the refusal, the project was delayed" or "The project was delayed due to the refusal."
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "due to refusal" functions as an adverbial phrase, specifically a causal adjunct. It modifies a clause by indicating the reason or cause for the event or state described in that clause. Ludwig provides numerous examples in various contexts to prove its functionality.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Encyclopedias
0%
Ludwig's WRAP-UP
In summary, "due to refusal" is a grammatically sound and frequently used causal connector. As indicated by Ludwig, it commonly appears in scientific and formal writing to explain why something happened as a result of someone's denial. The phrase is deemed grammatically correct and very common, with numerous real-world examples to support its usage. While alternatives exist, "due to refusal" effectively conveys the meaning of causation arising from a denial or rejection, so using it appropriately helps the audience to understand it faster.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
due to lack of consent
Replaces "refusal" with "lack of consent", emphasizing the absence of permission or agreement.
owing to denial
Replaces "refusal" with "denial", focusing on the act of withholding consent or acceptance.
as a result of rejection
Substitutes "refusal" with "rejection", emphasizing the act of discarding or not accepting something.
because of opposition
Replaces "refusal" with "opposition", shifting the focus to active resistance or disagreement.
on account of resistance
Uses "resistance" instead of "refusal", highlighting the act of withstanding or opposing something.
attributable to unwillingness
Rephrases "refusal" as "unwillingness", emphasizing the lack of readiness or desire to do something.
caused by dissent
Substitutes "refusal" with "dissent", focusing on disagreement or opposition to a prevailing opinion.
stemming from non-compliance
Replaces "refusal" with "non-compliance", highlighting the failure or refusal to adhere to rules or requirements.
as a consequence of declining
Rephrases "refusal" as "declining", emphasizing the act of politely refusing or rejecting an offer or invitation.
resulting from objection
Uses "objection" instead of "refusal", highlighting a formal expression of disapproval or opposition.
FAQs
How can I use "due to refusal" in a sentence?
You can use "due to refusal" to explain the reason behind a particular outcome. For example, "The study had some limitations due to refusal of study participants".
What are some alternatives to using "due to refusal"?
Depending on the context, you could use alternatives such as "owing to denial", "as a result of rejection", or "because of opposition".
Is it better to use "due to refusal" or "because of refusal"?
"Due to refusal" and "because of refusal" are often interchangeable. However, "due to" is traditionally used when it modifies a noun, while "because of" is used when it modifies a verb. In practice, both are commonly accepted.
What's the difference between "due to refusal" and "due to reluctance"?
"Due to refusal" implies a firm denial or rejection, whereas "due to reluctance" suggests hesitation or unwillingness. The former is a stronger, more definitive term.
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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
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested