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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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due to the complexity of

Grammar usage guide and real-world examples

USAGE 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

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

The Guardian

"Due to the complexity of the negotiations, it has been postponed a little bit," Mr. Wang said.

News & Media

The New York Times

The delay was largely due to the complexity of rewiring a city of 6.9 billion square feet.

News & Media

The New York Times

This is largely due to the complexity of how digital systems and the internet works and interconnects.

News & Media

The Guardian

After the meeting, the association said in a statement that the delay was due to "the complexity of the issues".

News & Media

The New York Times

That kind of global distribution was difficult to achieve previously due to the complexity of payments and security.

News & Media

TechCrunch

However, due to the complexity of alluvial environments, deterministic modelling of fluvial processes is often impossible.

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.

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.

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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.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

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.

Expression frequency: Very common

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.

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.

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Source & Trust

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Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: