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
due to the complexity of
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "due to the complexity of" is correct and can be used in written English.
You can use it when something is complicated and difficult to understand. For example: Due to the complexity of the tax filing system, I had to enlist the help of an accountant.
✓ Grammatically correct
Science
News & Media
Formal & Business
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
A large proportion of the cost is due to the complexity of Sellafield.
News & Media
"Due to the complexity of the negotiations, it has been postponed a little bit," Mr. Wang said.
News & Media
The delay was largely due to the complexity of rewiring a city of 6.9 billion square feet.
News & Media
This is largely due to the complexity of how digital systems and the internet works and interconnects.
News & Media
After the meeting, the association said in a statement that the delay was due to "the complexity of the issues".
News & Media
That kind of global distribution was difficult to achieve previously due to the complexity of payments and security.
News & Media
However, due to the complexity of alluvial environments, deterministic modelling of fluvial processes is often impossible.
Science
Due to the complexity of the backgrounds, these clips are initially segmented into many regions.
However, there is no satisfactory consensus due to the complexity of the detailed microstructure of ZnO.
Science
Due to the complexity of the convolutive problem, it is necessary to use large batch sizes.
Due to the complexity of solvent effects, this property reflects well intermolecular interactions in condensed media.
Science
Expert writing Tips
Best practice
When using "due to the complexity of", ensure that the noun phrase following it clearly identifies the specific complex element causing the effect you're describing. This enhances clarity and avoids ambiguity.
Common error
Avoid attributing outcomes solely to complexity when other factors significantly contribute. Acknowledge additional variables to provide a more accurate and nuanced explanation.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "due to the complexity of" functions as a causal connector, indicating that a particular outcome or situation arises because of the intricate and multifaceted nature of something. This is evident across Ludwig examples, where it links complex systems or processes to subsequent events or challenges.
Frequent in
Science
51%
News & Media
31%
Formal & Business
10%
Less common in
Wiki
3%
Reference
0%
Encyclopedias
0%
Ludwig's WRAP-UP
In summary, "due to the complexity of" is a frequently employed causal connector used to attribute an outcome or situation to the intricate and multifaceted nature of a subject. According to Ludwig, this phrase is grammatically correct and highly versatile, fitting seamlessly into scientific, news, and formal business settings, maintaining a neutral to formal tone. Alternatives such as "owing to", "because of", and "on account of" provide slight variations in formality, but "due to the complexity of" remains a clear and effective choice for explaining causation, ensuring accurate identification of the responsible complex factors. As Ludwig AI confirmed, this phrase is perfectly acceptable in written English and offers a robust method for expressing intricate cause-and-effect relationships.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
owing to the complexity of
Changes "due" to "owing", a synonym, for a more formal tone.
because of the complexity of
Substitutes "due to" with "because of", offering a more direct causal link.
on account of the complexity of
Replaces "due to" with "on account of" for a slightly more formal expression.
attributable to the complexity of
Shifts the focus to attribution, emphasizing the source of the complexity.
as a result of the complexity of
Emphasizes the consequence stemming from the complexity.
stemming from the complexity of
Highlights that something originates or arises from the complexity.
arising from the complexity of
Similar to "stemming from", but with a nuance of emergence from the complexity.
the difficulty arising from its complexity
Focuses on the challenge presented by the complexity, rather than a direct causation.
the intricacy being a contributing factor
Uses "intricacy" instead of "complexity" and frames it as a contributing element.
complexity being a causative element
Highlights "complexity" as a direct causative element.
FAQs
How can I use "due to the complexity of" in a sentence?
Use "due to the complexity of" to explain how intricate or multifaceted nature has led to a particular situation or outcome. For example, "The project was delayed "due to the complexity of" the approval process".
What are some alternatives to "due to the complexity of"?
Alternatives include "owing to the complexity of", "because of the complexity of", or "on account of the complexity of", each offering slight variations in formality and emphasis.
Is it better to use "due to the complexity of" or "because of the complexity of"?
Both are grammatically correct and largely interchangeable. "Because of" is generally considered slightly more informal and direct, while "due to" can sometimes imply a more formal or resultant relationship. The choice depends on the desired tone and context.
What's the difference between "due to the complexity of" and "due to the intricate nature of"?
"Due to the complexity of" focuses directly on how complicated something is, while "due to the intricate nature of" emphasizes its elaborate and detailed composition. The choice depends on whether you want to highlight the difficulty or the detailed structure causing the effect.
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
4.5/5
Expert rating
Real-world application tested