large-scale adoption

USAGE SUMMARY

The phrase "large-scale adoption" is correct and usable in written English.
It can be used when discussing the widespread acceptance or implementation of a technology, idea, or practice. Example: "The large-scale adoption of renewable energy sources is crucial for combating climate change."

✓ Grammatically correct

Science

News & Media

Academia

Formal & Business

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

55 human-written examples

But large-scale adoption of those engines would be problematic.

Massachusetts Institute of Technology

This is critical for the large-scale adoption of low-voltage DC networks.

Europe's Energy Transition - Insights for Policy Making Findings Informing the European Commission

This approach blocks the large-scale adoption of Mobile Cloud Computing.

Computer Communications

Perhaps the most dazzling outcome ever of this recurring phenomenon in Chinese history is the sculpture that emerged in the wake of the large-scale adoption of Buddhism.

The New York Times - Arts

Recent trends, such as the NIST initiative to standardize post-quantum cryptography, point to large-scale adoption of lattice-based cryptography in the near future.

University of California, Berkeley

China may use either auctions or lotteries to allocate car licenses, which will slow the large-scale adoption of cars, not prevent it.

University of California, Berkeley

Human-verified similar examples from authoritative sources

Similar Expressions

5 human-written examples

But large-scale adoptions have not yet taken hold, especially outside Asia.

The New York Times

Large-scale adoptions of ecologically sound land use practices are likely to be the most cost effective and environmentally friendly option to increase soil carbon sequestration in Africa [2].

Carbon Balance and Management

Large-scale adoptions of ecologically sound land use practices are likely to be the most cost effective and environmentally friendly option to increase soil carbon sequestration in Africa [ 2].

Carbon Balance and Management

Will large scale adoption of healthkit allow for faster sales and implementation cycle for health IT and digital health solutions?

Stanford University

There are lots of ways that companies can shape their future and this sort of large scale adoption of a proven, but relatively niche idea is a key one.

The Guardian

Expert writing Tips

Best practice

When discussing the spread of a new technology or practice, specify the factors that contribute to or hinder the "large-scale adoption".

Common error

Be mindful of the difference between "adoption", which means accepting and starting to use something new, and adaptation, which involves modifying something to fit a new purpose or condition. Use "large-scale adoption" only when referring to widespread acceptance and use, not just modification.

Linguistic Context

The phrase "large-scale adoption" functions as a noun phrase. It typically acts as a subject or object in a sentence, referring to the widespread acceptance or implementation of something. Ludwig AI confirms its correct usage in various contexts.

Expression frequency: Very common

Frequent in

Science

35%

News & Media

25%

Academia

20%

Less common in

Formal & Business

15%

Encyclopedias

5%

Social Media

0%

Ludwig's WRAP-UP

The phrase "large-scale adoption" is a common and grammatically correct term referring to the widespread acceptance and use of a technology, idea, or practice. As Ludwig AI indicates, it is suitable for use in diverse contexts ranging from science and academia to news and business. While alternatives like "widespread implementation" or "mass adoption" exist, "large-scale adoption" specifically highlights both the breadth and degree of acceptance. When using the phrase, it's important to differentiate between adoption and adaptation. The term is most frequently found in scientific literature, news media, and academic research, indicating its relevance in discussions about innovation and societal change.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

large-scale implementation

Similar meaning but focuses specifically on the implementation aspect.

full-scale adoption

Implies a complete or total adoption.

large-scale application

Focuses on the practical use of something in a widespread manner.

widespread implementation

Focuses on the act of putting something into effect broadly, rather than its acceptance.

mass adoption

Emphasizes the sheer number of people adopting something.

large-scale incorporation

Suggests the inclusion of something into a larger system on a broad basis.

broad acceptance

Highlights the general approval and agreement, rather than the action of adopting.

extensive uptake

Focuses on the rate at which something is being used or consumed.

general integration

Highlights the process of something becoming a normal or intrinsic part of a system.

common assimilation

Emphasizes the process of something becoming commonly understood or integrated.

FAQs

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

You can use "large-scale adoption" to describe the widespread acceptance and implementation of a technology, idea, or practice. For example: "The "large-scale adoption" of electric vehicles is essential for reducing carbon emissions."

What are some alternatives to "large-scale adoption"?

You can use alternatives like "widespread implementation", "mass adoption", or "broad acceptance" depending on the context.

What factors typically influence the "large-scale adoption" of a new technology?

Factors influencing "large-scale adoption" often include cost, ease of use, perceived benefits, infrastructure readiness, and regulatory support.

Is there a difference between "large-scale implementation" and "large-scale adoption"?

"Large-scale implementation" refers to the process of putting something into widespread use, while "large-scale adoption" implies the widespread acceptance and use of that thing. Implementation focuses on the action of deploying, adoption focuses on the acceptance by users.