at a macro scale

USAGE SUMMARY

The phrase "at a macro scale" is correct and usable in written English.
It can be used when discussing large-scale perspectives or analyses, often in contexts like economics, environmental studies, or social sciences. Example: "When examining the effects of climate change, it's important to consider the data at a macro scale to understand the broader implications."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

10 human-written examples

At a macro scale that failure translates into millions left unemployed or underemployed.

The Guardian

By The New Yorker January 6 , 2014In his series "Explosions in the Sky," the photographer Nick Pacione offers a unique view of the chain reactions in a fireworks display, at a macro scale.

The New Yorker

At a macro scale, a material and energy balance for the packed bed is built with the consideration of basic reaction chemistry, phase equilibria and solution thermodynamics, where the facilitated mass transfer of CO2 caused by chemical reactions is taken care of by an enhancement factor.

International Journal of Heat and Mass Transfer

At a macro scale, McKinsey experts state in their book Beyond Cybersecurity: Protecting Your Digital Business that total IT spend globally is approaching $2 trillion.

TechCrunch

My experience has convinced me that any young scientist involved in revealing natural processes at a macro scale should seize opportunities for fieldwork, which enriches not only one's science but one's life.

Science Magazine

At a macro scale, the students mention meat, eggs and other foods known to be good sources of protein for their own well-being, while on the molecular level, students generally are able to provide the molecular details of transcription and translation.

Evolution: Education and Outreach

Human-verified similar examples from authoritative sources

Similar Expressions

50 human-written examples

The only way to see that is to look at it on a macro scale.

Harvard University

And yet, at least on a macro scale, the presumed value is very much in doubt.

TechCrunch

"The industry looks at the program on a macro scale," Mr. Becker said.

The New York Times

… And that's the cool thing about John Harte: He is saying, let's keep it simple … and just with four parameters, at a mini or a macro scale, you can figure out how to describe these patterns.

University of California, Berkeley

Not just on, again a macro scale but at a very individual level.

Huffington Post

Expert writing Tips

Best practice

Use "at a macro scale" when you want to emphasize a broad, systemic view, rather than focusing on granular details. This is particularly useful in fields like economics, ecology, or sociology.

Common error

Avoid using "at a macro scale" as an excuse for vague analysis. While it implies a broad view, ensure your statements are still supported by evidence and logical reasoning, even if the specific details are omitted for the sake of brevity. Macro doesn't mean imprecise.

Linguistic Context

The phrase "at a macro scale" functions as an adverbial phrase modifying a verb or clause. It indicates the level of analysis or perspective being used, emphasizing a broad or large-scale view. Ludwig examples confirm its function in specifying the scope of observation or analysis.

Expression frequency: Uncommon

Frequent in

Science

50%

News & Media

30%

Academia

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "at a macro scale" is a prepositional phrase used to indicate a broad, overarching perspective in analysis or observation. Ludwig AI confirms its grammatical correctness and appropriateness in formal contexts like science, news, and academia. While not exceedingly common, its use signals a systemic view, and alternatives such as "on a large scale" or "from a broad perspective" can provide similar meaning. When using the phrase, it's essential to balance the broad view with sufficient evidence to support your claims.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

on a large scale

Replaces "macro" with "large", focusing on the size aspect.

from a broad perspective

Emphasizes the viewpoint rather than the size.

in general terms

Focuses on avoiding specific details.

in the big picture

An idiomatic expression highlighting overall context.

at a higher level

Indicates a more abstract or general view.

overall

A simpler term for a general consideration.

more generally

Similar to "overall", but with a focus on generalization.

from a bird's-eye view

An idiom suggesting an all-encompassing perspective.

in a global context

Highlights the worldwide implications.

at the aggregate level

Focuses on combined or summarized data.

FAQs

How can I use "at a macro scale" in a sentence?

Use "at a macro scale" to indicate that you are considering something from a wide or overarching perspective, such as "At a macro scale the economic impact of the policy is significant".

What are some alternatives to "at a macro scale"?

You can use alternatives like "on a large scale", "from a broad perspective", or "in general terms" depending on the specific context.

Is it better to say "at a macro scale" or "on a macro scale"?

"At a macro scale" and "on a macro scale" are often used interchangeably. However, "at a macro scale" is slightly more common, especially in formal writing.

What's the difference between "at a macro scale" and "at a micro scale"?

"At a macro scale" refers to considering something from a wide or general perspective, while "at a micro scale" involves examining it in detail or from a very specific viewpoint.