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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
due to increased scale
Grammar usage guide and real-world examplesUSAGE 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
Alternative expressions(1)
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
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
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.
Science
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.
Science
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).
Science
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.
Science
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].
Science
At solar maximum the time scales drop due to increased neutral density at these altitudes and the increase in solar EUV flux.
Science
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.
Wiki
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.
Science
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.
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.
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.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
because of greater magnitude
Replaces "increased scale" with a more general term for size.
owing to expanded size
Substitutes "due to" with "owing to" and uses "expanded size" instead of "increased scale".
as a result of larger proportions
Rephrases the cause using "larger proportions" which implies a scaling effect.
attributable to escalated dimensions
Uses more formal language to indicate cause and effect related to size.
stemming from amplified volume
Indicates that the outcome originates from a larger quantity or volume.
consequent to broadened scope
Focuses on the expansion of the area or range, rather than just size.
thanks to heightened intensity
Shifts the focus to the intensity or degree of something, influenced by scale.
by virtue of augmented extent
A more formal alternative using "augmented extent" to convey an increase in range or scope.
in light of amplified capacity
Highlights that increased scale has led to more capability or volume.
deriving from magnified presence
Suggests that the effect comes from a stronger or more noticeable presence, linked to scale.
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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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
85%
Authority and reliability
4.1/5
Expert rating
Real-world application tested