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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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approximately due to

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "approximately due to" is not standard in written English and may cause confusion.
It can be used when trying to express a reason or cause that is not exact but is close to being accurate. Example: "The delay in the project was approximately due to unforeseen circumstances."

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

7 human-written examples

However, the modes are only captured approximately due to the assumption of an infinite structure.

The global signal from Tyr was assigned only approximately due to band broadening and overlapping.

In addition, for the SCPC waveforms the above holds only approximately due to their non-zero, however, very low AF surface sidelobes.

Note that the maximum magnitude value of all filters are bounded to 3.52 dB approximately due to stability constraint which utilizes the Lee coefficient γ=1.5.

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.

Resistivity value was very low (>10 Ω m) up to a depth of 16 m approximately due to presence of humus dominated top surface layer followed by thick layer of clay.

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Human-verified similar examples from authoritative sources

Similar Expressions

53 human-written examples

Unfortunately, the DE of thiol TATATO HPDLCs is only approximately 10% due to poorly defined lamellae in the grating morphology.

Science

Polymer

However, the service temperature of the TNM alloy is limited to approximately 750 °C due to an insufficient creep resistance at temperatures beyond.

However, its high temperature operation limit is restricted to approximately 950°C due to the formation of volatile CrO3 under oxygen environments.

Predicted fracture patterns closely matched the in vitro patterns; however, predictions of fracture load differed by approximately 50% due to sensitivity to local material properties.

Predicted dry ash-free solid yields of attained hydrochar decreased to approximately 40% due to the dissolution of biomass components at higher reaction temperatures, as respective oxygen contents were comparable to subbituminous coal.

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Expert writing Tips

Best practice

When using "approximately due to", ensure the approximation is genuine and justifiable. If a precise cause is known, state it directly. If a very precise number is not necessary, consider more standard phrases, like "roughly because of" or "about as a result of".

Common error

Avoid using "approximately due to" when the relationship isn't genuinely approximate but simply lacks precise data. In such cases, specify the limitation in data rather than implying an inherent imprecision in the causal relationship.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

81%

Authority and reliability

3.8/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "approximately due to" functions as a causal connector, indicating that something is caused or influenced by something else, but with an element of estimation or imprecision. This is consistent with its usage in the Ludwig examples, where causes are often not precisely quantifiable.

Expression frequency: Uncommon

Frequent in

Science

85%

News & Media

10%

Formal & Business

5%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "approximately due to" serves as a causal connector, used to indicate that something is caused by something else, but with an element of estimation. Ludwig AI highlights that this expression, while understandable, is not considered standard English, which can make it less suitable for formal contexts. The sources found by Ludwig show that it's most commonly used in scientific and news contexts. It is generally acceptable, though writers should consider alternatives such as "roughly because of" or "about as a result of" for improved clarity and formality. The key is to ensure the approximation is genuine and justifiable; otherwise, a more precise explanation is warranted.

FAQs

How can I use "approximately due to" in a sentence?

You can use "approximately due to" to indicate an estimated cause or reason, like: "The delay in the project was "approximately due to" unforeseen circumstances."

What are some alternatives to "approximately due to"?

You can use alternatives like "roughly because of", "about as a result of", or "somewhat attributable to" depending on the context.

When is it appropriate to use "approximately due to"?

Use "approximately due to" when you want to express that a cause or reason is not exact, but is a close estimation. Ensure that the approximation is genuine and that you aren't simply lacking precise data.

Is "approximately due to" formal or informal?

While understandable, "approximately due to" is not considered standard English. Depending on your audience, it's better to use "roughly because of" or "about as a result of". These alternatives are more commonly accepted in formal writing.

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Source & Trust

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Authority and reliability

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Expert rating

Real-world application tested

Most frequent sentences: