large-scale operation

USAGE SUMMARY

The phrase "large-scale operation" is correct and usable in written English.
It is typically used to mean a project or undertaking that involves a lot of work, resources, or people. For example, "The business launched a large-scale operation to upgrade its production line."

✓ Grammatically correct

News & Media

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

58 human-written examples

This was a large-scale operation- big 10-wheel Mack trucks, plenty of mud and noise.

The New Yorker

The force has launched a large-scale operation to tackle the issue.

The Guardian

Hospitals need to be managed just like any other large-scale operation.

Stanford University

But police were "probably right" to mount a large-scale operation, with gunpoint arrests in public places.

The Guardian

To run a large-scale operation you need people to occasionally behave like machines to be reliable, precise, and hardworking.

Harvard Business Review

There is a difference between a pilot programme with everyone anxiously working towards good results—and a large-scale operation.

The Economist

From the outset, the search for April was a large-scale operation with dozens of professionals and hundreds of volunteers.

Independent

The use of citric acid was considered to be very promising for large-scale operation.

Electrochimica Acta

Available versions of turbidostat control are expensive and not amenable to large-scale operation.

Algal Research

Human-verified similar examples from authoritative sources

Similar Expressions

2 human-written examples

YSG The war is not over yet, because we'll still have a large scale operation in the island area, but we will win it, God willing.

The Guardian

A shallow disk injector designed for small scale research used in 2014 (A) and a shallow disk injector designed for large scale operation used in 2015 (B).

Cornell University

Expert writing Tips

Best practice

When describing the impact of a "large-scale operation", be specific about the areas or systems it affects. This adds clarity and weight to your statement.

Common error

Avoid using "large-scale operation" when describing something that is relatively small or localized. Ensure the scope genuinely warrants the description to maintain credibility.

Linguistic Context

The phrase "large-scale operation" functions primarily as a noun phrase, where the adjective "large-scale" modifies the noun "operation". As evidenced by Ludwig, this phrase is frequently used to describe undertakings of considerable size and scope.

Expression frequency: Very common

Frequent in

News & Media

55%

Science

25%

Academia

10%

Less common in

Encyclopedias

3%

Wiki

2%

Formal & Business

5%

Ludwig's WRAP-UP

The phrase "large-scale operation" is a common and generally accepted way to describe a project or undertaking of considerable size and scope. As Ludwig AI confirms, it is grammatically correct and widely used. Analysis of numerous examples reveals that it appears frequently in contexts related to News & Media, Science and Academia, describing events, projects, and initiatives. When using "large-scale operation", ensure the scale is genuinely significant to avoid overstatement. Consider alternatives such as "extensive undertaking" or "major project" for nuanced meaning. The examples of Ludwig show that this term is widely diffused in different contexts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

large-scope initiative

Directly replaces "scale" with "scope", maintaining the meaning but with a slight shift in emphasis.

massive undertaking

Replaces "large-scale" with "massive", intensifying the sense of significant size and effort.

extensive undertaking

Replaces "operation" with a more general term, while maintaining the emphasis on the significant scope.

major project

Substitutes "operation" with "project", highlighting the planned and organized nature of the endeavor.

widespread initiative

Focuses on the reach and impact of the "operation", emphasizing its broad scope.

far-reaching endeavor

Emphasizes the extensive consequences and implications of the "operation".

comprehensive effort

Highlights the thoroughness and completeness of the undertaking, suggesting a detailed and all-encompassing approach.

grand scheme

Emphasizes the ambition and scale of the "operation", suggesting a broad and visionary plan.

sweeping measure

Highlights the broad impact and reach of the "operation", often used in the context of policy or regulation.

extensive campaign

Implies a coordinated and strategic effort over a period of time, similar to a military or marketing campaign.

FAQs

How can I use "large-scale operation" in a sentence?

You can use "large-scale operation" to describe significant projects or endeavors. For example: "The company launched a "large-scale operation" to modernize its infrastructure."

What are some synonyms for "large-scale operation"?

Alternatives include "extensive undertaking", "major project", or "widespread initiative". The best choice depends on the specific context.

Is it correct to use "large scale operation" without the hyphen?

While understandable, "large-scale operation" is generally preferred with a hyphen, as "large-scale" functions as a compound adjective modifying "operation".

What's the difference between a "large-scale operation" and a "small-scale operation"?

A "large-scale operation" involves significant resources, personnel, and impact, while a "small-scale operation" is more limited in scope and resources.