contributors to

USAGE SUMMARY

"contributors to" is a correct and usable part of a sentence in written English.
It is often used in academic or professional writing to describe the individuals or groups that have provided information, resources, or support for a particular project or idea. Example: The success of this research project can be attributed to the valuable contributions of various stakeholders, including the participants, funding agencies, and external experts.

✓ Grammatically correct

News & Media

Science

Formal & Business

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

Companies are big contributors to food waste.

The Guardian

Immigrants were big contributors to Spain's economic success.

The Economist

They are overwhelmingly net contributors to the British economy.

The Guardian

Tells about some of the famous contributors to the magazine.

The New Yorker

(Other contributors to the series included Wittgenstein, Piaget, and Adler).

The New Yorker

He and his wife were generous contributors to many organizations.

The New York Times

They were huge contributors to growth in past decades.

The Guardian - Opinion

VECO executives are major contributors to political campaigns.

The New York Times

Other contributors to the blog express similar feelings.

The Guardian

Contributors to its forums are allowed to use pseudonyms.

The New York Times - Tech

Hermès is one of the contributors to Wampach's show.

The New Yorker

Expert writing Tips

Best practice

When using "contributors to", ensure that the context clearly identifies what is being contributed to and the nature of the contribution. For example, specify whether they are "contributors to the economy" or "contributors to a scientific study".

Common error

Avoid using "contributors to" without specifying the area or activity. For example, instead of just stating "They are contributors", clarify what they are contributing to, such as "They are significant contributors to the local arts scene."

Linguistic Context

The phrase "contributors to" functions as a noun phrase acting as a modifier, indicating entities or factors that provide input or support to a particular outcome, activity, or system. Ludwig AI confirms that the phrase is grammatically correct and widely used.

Expression frequency: Very common

Frequent in

News & Media

40%

Science

30%

Formal & Business

15%

Less common in

Encyclopedias

5%

Academia

5%

Reference

5%

Ludwig's WRAP-UP

In summary, the phrase "contributors to" is a grammatically correct and frequently used expression to denote entities or factors that provide input or support to something. According to Ludwig AI, its versatility allows it to be appropriately used across a spectrum of formal and informal contexts. Predominantly found in news, scientific, and formal business publications, it is crucial to specify the context of contribution to avoid vagueness. Overall, "contributors to" is a valuable phrase for clearly identifying influential components in various scenarios.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

supporters of

Focuses on providing support or backing, rather than direct contribution.

participants in

Highlights involvement and engagement in an activity or event.

involved in

Emphasizes being part of or connected with something.

instrumental in

Implies a key role or importance in bringing about a result.

played a role in

Indicates involvement, often without specifying the extent of contribution.

helped with

Highlights assistance or aid provided.

assisted in

A more formal way of saying "helped with".

funded by

Specifies financial contributions or sponsorship.

sponsors of

Focuses on providing financial or material support.

key to

Highlights the essence of being fundamental or vital

FAQs

How can I use "contributors to" in a sentence?

Use "contributors to" to specify individuals or entities that provide resources, support, or input to something. For instance, "Researchers were major "contributors to" the study's findings."

What are some alternatives to "contributors to"?

You can use alternatives such as "supporters of", "participants in", or "instrumental in" depending on the context.

What is the difference between "contributors to" and "involved in"?

"Contributors to" implies providing something tangible or intangible, while "involved in" simply means being part of something without necessarily making a direct contribution.

Is it correct to say "contributors of" instead of "contributors to"?

While "contributors of" might be used in certain contexts, ""contributors to"" is the more common and generally preferred phrasing when indicating what is being contributed to.