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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
contributing to scale
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "contributing to scale" is correct and usable in written English.
It can be used in contexts where you are discussing the impact of actions or processes on growth or expansion, particularly in business or technical fields. Example: "Our new marketing strategy is significantly contributing to scale, allowing us to reach a larger audience."
✓ Grammatically correct
Alternative expressions(3)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified similar examples from authoritative sources
Similar Expressions
60 human-written examples
Lastly, vector normalisation in those methods would contribute to scale invariance as described below, which makes the method unsuitable for handling datasets containing broad size variance.
Science
On a more detailed level, the Hi estimate contributed with insight into how single items contribute to scale dimensionality (Table 2).
Science
Their dissolution is of interest because this process contributes to scaling reactions along fluid pathways and alteration of fracture surfaces which could affect reservoir permeability.
Science
In this study, three corrosion inhibitors and a scale inhibitor were investigated to understand how production chemicals contribute to scaling (salt loading) at pretreatment and reclamation sections of the regeneration process.
Science
By leveraging their skills, ingenuity and resources, African Diasporans are uniquely positioned to contribute to scaling Africa's tech sector.
News & Media
Little is known about the uptake and effectiveness of the Community Health Strategy and how this could contribute to scaling up of health services in the face of urgent public health problems in Kenya.
Science
Rangeland fragmentation interacts with and contributes to scale mismatches.
Where missing values exist, an SCI-R scale score can be imputed as long as the scale remains reliable (i.e. α > 0.70) with fewer than 13 items contributing to the scale score.
Due to their different physical origins, the two terms contributing to ΔΦ scale differently with an increasing number of protons in the vesicle.
Science
Examples of items contributing to this scale were: no repercussions and 'laziness'laziness
Science
Examples of items contributing to this scale are: facilitation of memorizing the learning material, being able to ask questions, and to deliver input in the training session.
Science
Expert writing Tips
Best practice
When discussing business growth, use "contributing to scale" to highlight specific actions that directly lead to expansion or increased capacity. For example, 'The new marketing initiatives are significantly "contributing to scale" by attracting a larger customer base.'
Common error
Avoid using "contributing to scale" in a generic sense without specifying how the contribution is made. Instead of saying 'Teamwork is "contributing to scale"', be specific: 'Improved collaboration among teams is "contributing to scale" by streamlining project workflows and reducing time to market'.
Source & Trust
74%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "contributing to scale" functions as a verbal phrase indicating the act of aiding or supporting growth or expansion. It describes how a particular action or factor is helping something to increase in size, scope, or capacity. Since Ludwig provided examples where the sentence structure of the query is correct we can infer that the phrase is usable in the context that it's meant to be used.
Frequent in
Science
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News & Media
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Formal & Business
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Less common in
Science
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News & Media
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Formal & Business
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Ludwig's WRAP-UP
In summary, "contributing to scale" is a grammatically sound phrase used to describe actions or factors that aid growth or expansion, particularly in business and technical contexts. While there aren't specific examples in Ludwig's data to directly illustrate its usage, the analysis indicates it's most likely to appear in professional and technical discussions. Therefore, when writing, focus on clearly linking the contribution to the specific aspects of scaling to avoid vague language. Consider using alternatives like "aiding in expansion" or "supporting growth" for variety. Given Ludwig indicates the phrase is correct, it can be considered usable. Keep in mind the recommendations to avoid being vague and to explain the scaling that's happening as clearly as possible.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
assisting in scaling up
Specifically refers to the process of increasing in size or number.
aiding in expansion
Focuses on the act of expansion, suggesting a broader scope of growth.
supporting growth
Highlights the role of providing support for something to grow.
facilitating enlargement
Emphasizes making something larger or more extensive.
building capacity
Highlights the act of increasing the ability to produce or perform.
promoting scalability
Focuses on the characteristic of being able to scale easily.
furthering the reach
Emphasizes extending the influence or scope.
driving amplification
Emphasizes the forceful increase or enlargement of something.
enhancing extensibility
Highlights the ability to extend or add to something.
developing the scope
Focuses on the process of expanding the range or extent.
FAQs
How can I use "contributing to scale" in a sentence?
Use "contributing to scale" to describe actions or factors that are helping a business or project grow. For example: "The new marketing strategy is significantly "contributing to scale", allowing us to reach a larger audience."
What are some alternatives to "contributing to scale"?
You can use alternatives like "aiding in expansion", "supporting growth", or "assisting in scaling up" depending on the context.
What does it mean for something to be "contributing to scale"?
When something is "contributing to scale", it means it is actively helping a system, business, or project to grow larger, reach more people, or handle more capacity.
In what contexts is "contributing to scale" commonly used?
"Contributing to scale" is often used in business, technology, and engineering contexts when discussing growth strategies, infrastructure improvements, or the impact of specific initiatives on a company's or project's ability to expand.
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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
74%
Authority and reliability
4.5/5
Expert rating
Real-world application tested