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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 increased scale

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "due to increased scale" is correct and usable in written English.
It can be used to explain a reason or cause related to growth or expansion in a particular context, such as business or production. Example: "The company was able to reduce costs significantly due to increased scale in its operations."

✓ Grammatically correct

Formal & Business

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

If councils come together to buy services, this will improve the efficiency in supplier business models due to increased scale.

News & Media

The Guardian

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

Concentration decreases for deposited and suspended solids after 50 100 m may be the result of increased deposition precipitated due to increased geochemical scaling.

The existing algorithms of linear response to external forcing are vulnerable to the time scale separation due to increased response errors at fast scales.

However, the broad application of nanomaterials has also produced concern for nanoparticle toxicity due to increased exposure from large-scale industry production.

Additionally, there is a demand for more reliable circuits as the technology scales due to increased error rates caused by the increased impact of Process Variation (PV).

It is also highly probably that there have also been decreases in the purchase price of these foods due to increased competition and economies of scale for producers and importers.

Retailers can purchase the resources they are likely to utilise thereby reducing costs, but retain the benefit of being able to take extra on-demand resources should they need to scale quickly due to increased traffic.

In other eukaryotes, it appears that variation in genome size on a relatively short evolutionary time scale is due to increased or decreased proportions of transposable elements in a genome [ 19].

At solar maximum the time scales drop due to increased neutral density at these altitudes and the increase in solar EUV flux.

After an industry wide pricing reduction for lithium carbonate after the Great Financial Crisis, where major suppliers such as Sociedad Química y Minera (SQM) dropped pricing by 20% in light of incoming lithium resource developers and to further defend their market position, pricing in 2012 scaled up due to increased lithium demand.

The lack of importance of primary roads at the AAU scale may be due to increased risk of mortality (e.g., Benson et al. 2015) or availability of other important habitat types or edge.

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Expert writing Tips

Best practice

When using "due to increased scale", ensure that the increase in scale is directly and clearly linked to the effect you are describing. Provide specific details to strengthen the connection.

Common error

Avoid using "due to increased scale" as a vague explanation. Always ensure that the increased scale is genuinely the primary reason for the effect, not merely a contributing factor.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

85%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "due to increased scale" functions as a causal connector, indicating that an increase in size or scope is the reason for a particular outcome. This is supported by Ludwig AI, which identifies it as a valid and usable phrase.

Expression frequency: Rare

Frequent in

Science

40%

News & Media

30%

Formal & Business

30%

Less common in

Wiki

0%

Academia

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, the phrase "due to increased scale" is a grammatically correct and usable expression employed to convey causation related to growth or expansion. While it is considered rare, as confirmed by Ludwig, the phrase appears in various formal contexts, spanning science, news, and business. Alternatives such as "because of greater magnitude" or "owing to expanded size" can be used to diversify your writing. Remember to ensure a clear and direct link between the increased scale and the effect you are describing for the most effective communication. Ludwig AI indicates that this phrase is suitable for explaining effects resulting from scaling up in various scenarios.

FAQs

How can I use "due to increased scale" in a sentence?

Use "due to increased scale" to explain how a growth in size, scope, or production capacity directly causes a specific result. For example, "The efficiency improved "due to increased scale" of operations".

What are some alternatives to "due to increased scale"?

You can use alternatives like "because of greater magnitude", "owing to expanded size", or "as a result of larger proportions" depending on the specific context.

Is "due to increased scale" formal or informal?

"Due to increased scale" is suitable for formal and professional contexts. In more casual settings, simpler phrases like "because it got bigger" might be more appropriate.

What's the difference between "due to increased scale" and "due to economies of scale"?

"Due to increased scale" refers to a general growth in size or scope, while "due to "economies of scale"" specifically indicates cost advantages resulting from increased production levels.

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Source & Trust

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Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: