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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 approximately
Grammar usage guide and real-world examplesUSAGE SUMMARY
"due to approximately" is a correct and usable phrase in written English.
You can use it when you want to explain the cause of something, which is not exact or precise. For example: The number of customers in the store decreased due to approximately 10% higher prices.
✓ Grammatically correct
Science
News & Media
Alternative expressions(2)
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
7 human-written examples
Different shrinkage behavior of the top and bottom of the sample was effectively reduced due to approximately same water vapor diffusion areas on the top and bottom.
Science
It predicts wholesale electricity costs will fall in 2018-19 and 2019-20, with a reduction in the order of 12% due to approximately 5,300 MW of new committed and expected generation entering the national electricity market – the majority of which is renewable generation (4,900 MW).
News & Media
When all covariates were controlled simultaneously, the magnitude of the results did not change (e.g., RR = 1.12 for alcohol only, RR = 0.80 for marijuana only, and RR = 1.24 for alcohol plus marijuana), though confidence intervals were wider due to approximately 19% missing data.
Science
It is estimated that 13% of the Arabidopsis proteome is incomplete due to approximately equal numbers of missing and incorrect gene models [128], [129], suggesting that there is ample scope for gene discovery even in well-annotated genomes.
Science
This is due to approximately 11% of RefGene curated transcripts, in particular transcribed pseudogenes and noncoding genes, not having a defined 5'-UTR.
Science
The particularly diminished responsiveness observed at week 6 was potentially due to approximately half of the patients not providing a response to the PGAC at day 43 or at the last visit.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
53 human-written examples
That is, the SVD complexity of a complex matrix is four times higher than that of a real matrix approximately due to some additional scalar multiplications and additions.
The nanostructure resistance, Rnr, is representative of the electron transport resistance due to narrow (approximately 60 nm diameter) vertically long (approximately 2.2 μm) ZnO nanorods and Cnr its electrochemical capacitance [59].
Science
Nash, who joined the Nets in 1996, was due to make approximately $800,000 next season, but he will instead receive a $250,000 buyout as compensation.
News & Media
The charity was due to receive approximately £11.60 for each £19.40 T-shirt sold but had yet to be given any money, the spokesman added.
News & Media
The LDRM was well suited for a first genome scan due to its approximately 8 times lower computational demands.
Science
Expert writing Tips
Best practice
Use "due to approximately" when you want to indicate that a cause is not precisely known or quantified, but can be reasonably estimated.
Common error
Avoid using "due to approximately" when a more precise causal relationship can be established. If data is available, quantify the cause more accurately.
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "due to approximately" functions as a causal connector, linking an event or result to an estimated cause. As Ludwig AI states, it's suitable for explaining a cause that isn't exact. This phrase helps to communicate that the identified cause is not definitive but rather a reasonable estimation.
Frequent in
Science
70%
News & Media
20%
Formal & Business
10%
Less common in
Ludwig's WRAP-UP
The phrase "due to approximately" serves as a causal connector, indicating that a certain effect or outcome is caused by an estimated reason. Ludwig AI confirms its correctness and usability, especially when precision is not possible, but explanation is still needed. It is most frequently used in scientific and news contexts, showing a neutral to formal register. While grammatically sound, remember that precise language is preferable when exact cause can be provided. Consider alternatives like "because of roughly" or "owing to about" if you want to modify the phrasing while keeping the meaning close.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
because of roughly
Replaces "due to" with "because of" while maintaining the approximate nature with "roughly".
owing to about
Substitutes "due to" with "owing to" and "approximately" with "about", keeping the causal and approximate meanings.
attributable to nearly
Uses "attributable to" to indicate causation and "nearly" for approximation.
caused by around
Replaces "due to" with "caused by" and "approximately" with "around", preserving the core meaning.
as a result of close to
Utilizes "as a result of" for causation and "close to" for approximation.
on account of almost
Replaces "due to" with "on account of" and "approximately" with "almost", retaining the causal relationship and approximation.
stemming from roughly
Employs "stemming from" for causation and "roughly" for approximation.
resulting from about
Uses "resulting from" to express causation and "about" to indicate approximation.
thanks to nearly
Expresses cause using "thanks to" (though it can sometimes imply a positive outcome) with "nearly" indicating approximation.
on the grounds of approximately
A more formal alternative, replacing "due to" with "on the grounds of", and retaining the approximate meaning.
FAQs
How can I use "due to approximately" in a sentence?
Use "due to approximately" when you want to explain that something happened as a result of a cause, but the cause can only be estimated. For example, "The project was delayed "due to approximately" a week of unforeseen circumstances".
What are some alternatives to saying "due to approximately"?
You can use alternatives like "because of roughly", "owing to about", or "attributable to nearly" depending on the context.
Is it grammatically correct to use "due to approximately"?
Yes, it's grammatically correct. The phrase combines "due to", which indicates causation, with "approximately", which indicates an estimation.
In what kind of writing is "due to approximately" most appropriate?
The phrase is suitable for situations where you want to convey a causal relationship but acknowledge that the cause is not precisely measured. It is commonly used in scientific, news, and business writing.
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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
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested