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Justyna Jupowicz-Kozak

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due to allocation

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "due to allocation" is correct and usable in written English.
It can be used when explaining a situation or outcome that is a result of resource distribution or assignment. Example: "The project was delayed due to allocation of funds to other priorities."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

Neither study had sufficient data for the review authors to determine the risk of bias due to allocation concealment or freedom from selective reporting.

The authors concluded that their finding may be due to allocation bias rather than an effect of insulin glargine itself, which our data support.

Science

BMJ Open

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

In accordance with IEEE 802.15.6, the hub still needs to calculate the number of allocation slots for a node due to the allocation interval in scheduled allocation should be measured by the allocation slot number.

Studies were rarely at high risk of bias due to the allocation sequence generation (4%) or allocation concealment (3%), but these domains were often unclearly reported (57% and 55% unclear, respectively).

Science

BMJ Open

A second explanation could be the fact that we used rigorous allocation concealment and randomisation procedures, since bias due to inadequate allocation concealment and randomisation can lead to overestimation of treatment effects.

This is due to the allocation of environmental impacts from coal mining, preparation and combustion processes by both the Mass Allocation and Economic Allocation scenarios which reduces the normalized green indicator compared to the baseline scenario.

In this way, restrictions due to previous allocation have no impact on the difference of performance of the algorithms.

Based on our experience and our research, when you have a diversified portfolio, a lot of the return attributed to any stock is due to country allocation.

News & Media

Forbes

Hence, due to the allocation of BBW to the most demanding and high-priority PR zone, users-per-sector capacity is optimized.

This is due to the allocation method for pictures, which requires a search for every possible ordering to find the best match in pictures' aspect ratios.

Furthermore, due to the allocation and frequency reuse in order to protect against interferences, typically there is a lot of unused spectrum at a specific location.

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Expert writing Tips

Best practice

When using "due to allocation", ensure the context clearly establishes the allocation process and its direct impact. This will enhance clarity and avoid ambiguity.

Common error

Avoid using "due to allocation" when the allocation is only one of several contributing factors. Overstating the role of allocation can weaken your argument. Ensure to qualify the influence of allocation in comparison to other factors.

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

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "due to allocation" serves as an adverbial phrase of cause, indicating that a particular situation or outcome is the result of how resources or tasks have been distributed. Ludwig indicates that this phrase connects an effect to its cause, specifically relating to the allocation process.

Expression frequency: Rare

Frequent in

Science

75%

Formal & Business

15%

News & Media

10%

Less common in

Wiki

0%

Reference

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "due to allocation" is a grammatically correct causal connector used to explain how a situation arises from resource distribution. As Ludwig AI confirms, this phrase is most commonly found in scientific and formal writing, indicating a formal tone. While the phrase is somewhat rare in general usage, it provides a clear link between allocation decisions and their outcomes. When using this phrase, ensure the allocation process is a direct and significant cause to avoid overgeneralization.

FAQs

How do I use "due to allocation" in a sentence?

Use "due to allocation" to explain how a particular outcome or situation arose as a direct consequence of how resources were distributed or assigned. For example, "The project's delay was "due to allocation" of funds to other priorities".

What are some alternatives to "due to allocation"?

Alternatives include "resulting from allocation", "owing to allocation", or "attributable to allocation", depending on the level of formality and specific nuance you wish to convey.

Is it always appropriate to start a sentence with "due to allocation"?

While grammatically correct, starting a sentence with "due to allocation" can sometimes sound awkward. Consider rephrasing the sentence to improve flow. For example, instead of "Due to allocation of resources, the project was delayed", you could say "The project was delayed "due to allocation" of resources".

What is the difference between "due to allocation" and "because of allocation"?

While both phrases indicate causality, "due to" is generally considered more formal than "because of". In most contexts, they are interchangeable, but "due to allocation" might be preferred in academic or professional writing.

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Source & Trust

81%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: