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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
at the macro scale
Grammar usage guide and real-world examplesUSAGE SUMMARY
"at the macro scale" is a grammatically correct phrase and can be used in written English.
It is typically used to refer to things happening on a large or overall level, rather than on a small or individual level. Example: "At the macro scale, global warming is a major issue that requires immediate action from governments around the world."
✓ Grammatically correct
Science
Academia
News & Media
Alternative expressions(20)
on a large scale
at a higher level
in broad terms
from a global perspective
in general terms
at the system level
with a wide scope
in a comprehensive manner
from a bird's-eye view
at the aggregate scale
at the global scale
at the broad scale
at the brief scale
at the same scale
at the logarithmic scale
at the industrial scale
at the molecular scale
at the fine scale
at the microscopic scale
at the federal scale
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
18 human-written examples
Here we unify these seemingly contradictory results by accounting for non-linearity at the macro scale.
Academia
At the macro scale, economists know that energy use per capita is positively correlated with gross domestic product per capita.
News & Media
At the macro scale, astrobiologists are searching for signals of different life within the atmospheres of exoplanets.
Academia
However, enamel surface curvature, rugosity and porosity reduce the reliability of simple area measurements made at the macro scale.
Science
The constitutive law here adopted is based on the homogenization of the material properties at the macro scale level.
Ultrastructures is a conference and exhibition dedicated to exploring the union of formal design processes at the macro scale with fundamental physical processes at the micro scale.
Academia
Human-verified similar examples from authoritative sources
Similar Expressions
42 human-written examples
Homogenized stresses at the macro-scale are obtained through volume-averaging laws.
We assume a transversely isotropic fashion at the macro-scale of dry woven fabric.
Science
In that case, a localization band is formed and propagates at the macro-scale.
At the macro-scale, the main mathematical tools to assess the relevance of mixing and temperature gradients are provided.
Science
To avoid pathological damage localization at the macro-scale, integral non-local counterparts of the strains are employed.
Expert writing Tips
Best practice
Use "at the macro scale" to introduce discussions of widespread effects, overarching trends, or systemic changes. It sets the stage for analyses that consider the bigger picture.
Common error
Avoid using "at the macro scale" when you actually mean to discuss details at a smaller, more granular level. Ensure your language accurately reflects the scope of your analysis.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "at the macro scale" functions as an adjunct, modifying a clause or sentence to specify the level of analysis being considered. As Ludwig AI confirms, it introduces a broad perspective, contrasting with micro-level examinations. The examples in Ludwig demonstrate its role in framing discussions about global impacts, economic trends, and environmental justice.
Frequent in
Science
62%
Academia
25%
News & Media
13%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "at the macro scale" is a versatile phrase used to denote a broad, overarching perspective in various fields. As Ludwig AI points out, it serves to highlight overall patterns and systemic effects, contrasting with more granular, micro-level analyses. Predominantly found in scientific and academic contexts, this phrase signals formal and precise language. By using "at the macro scale", writers effectively frame discussions around comprehensive trends rather than individual details. Remember to distinguish it from "at the micro scale" to maintain clarity, and consider using alternatives like "on a large scale" for varied expression.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
on a large scale
Emphasizes the extent or scope being considered, similar to focusing on a broader picture.
at a higher level
Suggests a shift in perspective to a more encompassing view.
in broad terms
Highlights the use of general descriptions rather than precise details.
from a global perspective
Indicates a worldwide viewpoint, focusing on interconnectedness.
in general terms
Signifies a discussion of overall patterns and characteristics, without specific exceptions.
at the system level
Implies consideration of entire systems and their overall behavior.
with a wide scope
Focuses on the breadth of coverage, encompassing a multitude of elements.
in a comprehensive manner
Stresses the completeness and thoroughness of an approach or analysis.
from a bird's-eye view
Illustrates overview with minimal details.
in macroscopic terms
Relates to observations and phenomena that can be seen or measured without magnification.
FAQs
How can I use "at the macro scale" in a sentence?
Use "at the macro scale" to introduce a broad or overall perspective on a topic. For instance, "At the macro scale, economic policies can significantly impact national employment rates".
What phrases are similar to "at the macro scale"?
Similar phrases include "on a large scale", "at a higher level", or "in broad terms". Each emphasizes a general or overarching view.
Is "at the macro scale" formal or informal?
"At the macro scale" is generally considered formal and is suitable for academic, scientific, and professional writing.
When should I use "at the macro scale" instead of "at the micro scale"?
Use "at the macro scale" when discussing large-scale patterns or trends. Use "at the micro scale" when focusing on individual components or small-scale details.
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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
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested