large scale due to

USAGE SUMMARY

The phrase "large scale due to" is correct and usable in written English.
It can be used when explaining the reasons behind something being on a large scale, often in contexts related to projects, operations, or phenomena. Example: "The project was successful on a large scale due to the extensive funding and resources allocated."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

17 human-written examples

However, this technology has not widely been extended at large scale due to some limitations.

Catalysis Today

Chemical and clay fixers are useful to consolidate the side slopes of the road but not to be extended on a large scale due to their prohibitive cost.

Journal of Arid Environments

The yeast Saccharomyces cerevisiae, harboring the lactate dehydrogenases gene (LDH), produces lactic acid at a large scale due to its strong acid resistance, to its simple nutritional requirements and to its ease of genetic engineering.

Journal of Bioscience and Bioengineering

A technical feasibility assessment of the method was carried out, based on pilot plant operation results, highlighting some constraints on the possibility of operating at very large scale, due to the high amount of required residues.

Energy

Circulating fluidized bed combustion (CFBC) fly ash (CFA), which has not been recycled in large scale due to its later volume expansion yet, was utilized for the preparation of foam concrete.

Construction and Building Materials

However, these treatment methods are not suitable for large scale due to their high cost.

Journal of Nanostructure in Chemistry

Human-verified similar examples from authoritative sources

Similar Expressions

43 human-written examples

However, the temporal evolution of soil moisture is not easy to measure or monitor at large scales due to its spatial variability, which is largely driven by local variation in soil properties and vegetation cover.

Journal of Hydrology

This means that the dynamics of the cascade over smaller time and length scales in the gain region also needs to be captured correctly since changes in the energy input rate on such short time scales will yield an inaccurate representation of the energy on large scales due to the bottleneck effect.

Computational Astrophysics and Cosmology

While such energy cascade structures have been shown to improve the solar cell device performance, it remains challenging to implement them on large scales due to inconvenient processing conditions.

ACS Nano

However, no prospective studies for the treatment of hyponatremia in SCLC patients have been reported on a larger scale, due to the lack of a standardized hyponatremia therapy.

BMC Pulmonary Medicine

The hyper-viscous closure most closely reproduces the enstrophy cascade, especially at larger scales due to the concentration of its dissipative effects to the very smallest scales.

Ocean Modelling

Expert writing Tips

Best practice

When using "large scale due to", ensure that the cause you are attributing is directly and significantly related to the scale being discussed. Avoid using it for minor or indirect influences.

Common error

A common mistake is to use "large scale due to" when the connection between the cause and the scale is weak or unsubstantiated. Ensure a clear and demonstrable link exists before using this phrase.

Linguistic Context

The phrase "large scale due to" functions as a causal connector, linking a situation or outcome to its cause, emphasizing that the consequence is happening or existing on a significant or extensive level. Ludwig provides examples confirming its usage across various contexts.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

20%

Formal & Business

20%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "large scale due to" is a causal connector used to explain why something occurs extensively. As Ludwig AI confirms, this phrase is grammatically correct and most frequently appears in scientific and news contexts. While not extremely common, it's valuable for clearly indicating causation related to scale. For alternative phrasings, consider options like "largely attributable to" or "primarily resulting from" to add variety to your writing. Remember to use the phrase when there's a direct and significant relationship between the cause and the scale.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

on a large scale because of

Replaces "due to" with "because of", maintaining the meaning but altering the phrasing slightly.

largely attributable to

Indicates that the scale is mainly caused by something, offering a more formal tone.

primarily resulting from

Focuses on the outcome being a direct result of something on a large scale.

extensive due to

Highlights the extent or comprehensiveness resulting from a particular cause.

widespread because of

Emphasizes the broad reach or prevalence caused by something.

significant scale owing to

Uses "owing to" instead of "due to" and emphasizes the significance of the scale.

on a grand scale as a result of

Emphasizes the magnitude and the consequential nature of the cause.

majorly impacted by

Highlights the impact on a large scale resulting from a certain factor.

broad scale due to

Focuses on the breadth of the scale and its cause.

substantial scale because of

Emphasizes the considerable or significant extent caused by something.

FAQs

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

Use "large scale due to" to explain why something is happening or exists on a significant scale. For example: "The project's widespread impact was on a "large scale due to" effective resource allocation".

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

You can use alternatives like "largely attributable to", "primarily resulting from", or "on a grand scale as a result of" depending on the context.

Is there a difference between ""large scale due to"" and "due to large scale"?

"Large scale due to" emphasizes that the size or scope is a consequence of something, while "due to large scale" suggests the scale itself is the cause. The former is about effect, the latter is about cause.

Can ""large scale due to"" be used in both formal and informal writing?

While generally suitable for formal writing, ""large scale due to"" can also be used in neutral contexts. However, ensure it fits the overall tone and complexity of your piece.