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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 quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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that has contributed to

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "that has contributed to" is correct and usable in written English.
You can use it to indicate that something has played a role in causing or influencing a particular outcome or situation. Example: "The recent policy changes are a factor that has contributed to the improvement in employee satisfaction."

✓ Grammatically correct

Science

News & Media

Academia

Formal & Business

Wiki

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

We here review work that has contributed to this understanding.

I'm a human being that has contributed to my society".

News & Media

The Guardian

"It is probably global warming that has contributed to its ability now to really take off.

News & Media

The Guardian

Mr. Rogoff pointed to another factor that has contributed to China's financial woes.

News & Media

The New York Times

One feature that has contributed to the success of this group is their ability to spread vegetatively by creeping stems.

One feature that has contributed to the success of the Glumiflorae is their ability to spread vegetatively by creeping stems.

Like similar cities, temperatures can vary widely throughout, with rapid and extensive development that has contributed to micro-climate changes.

Distant speech recognition is being revolutionized by deep learning, that has contributed to significantly outperform previous HMM-GMM systems.

The main factor that has contributed to the success of malaria proliferation is the increased number of drug resistant parasites.

David Brooks doesn't name the obvious factor that has contributed to the New Orleans post-hurricane disaster: racism.

News & Media

The New York Times

What is behind North Korea's demands for power is a shortage that has contributed to the nation's industrial collapse.

News & Media

The New York Times
Show more...

Expert writing Tips

Best practice

When using "that has contributed to", ensure the connection between the contributing factor and the resulting outcome is clear and logical. Avoid vague or unsupported claims about causation.

Common error

Avoid using "that has contributed to" when the factor's impact is minimal or negligible. Instead, consider using phrases like "that may have influenced" or "that played a minor role in" to accurately reflect the extent of the contribution.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

84%

Authority and reliability

4.6/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "that has contributed to" functions as a relative clause modifying a noun or noun phrase, indicating a causal relationship. Ludwig AI confirms its grammatical correctness and usability across diverse contexts.

Expression frequency: Very common

Frequent in

News & Media

47%

Science

37%

Academia

12%

Less common in

Formal & Business

3%

Wiki

1%

Reference

0%

Ludwig's WRAP-UP

The phrase "that has contributed to" is a versatile and commonly used expression to indicate a factor influencing a specific outcome. Ludwig AI affirms its grammatical correctness, noting its widespread usage across diverse sources, including News & Media and Science. While completely correct, you should always make sure the connection between the contributing factor and the outcome is clear and the magnitude of the contribution is accurately represented. Alternatives like "that has led to" or "that has played a part in" can provide nuanced variations depending on the context.

FAQs

How can I use "that has contributed to" in a sentence?

Use "that has contributed to" to link a factor or element to a result or outcome. For example, "The new policy is one factor "that has contributed to" the company's growth".

What are some alternatives to "that has contributed to"?

Alternatives include phrases such as "that has led to", "that has played a part in", or "that has been instrumental in", depending on the nuance you want to convey.

Is there a difference between "that has contributed to" and "that led to"?

While both phrases indicate causation, "that has contributed to" suggests a partial influence, whereas "that led to" implies a more direct and primary cause.

Which is correct, "that has contributed to" or "which has contributed to"?

"That has contributed to" is used in restrictive clauses that are essential to the meaning of the sentence, while "which has contributed to" is used in non-restrictive clauses that add extra information but are not essential. For example, "The policy "that has contributed to" growth will be continued" versus "The old policy, which has contributed to some legacy issues, has now been changed.

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Source & Trust

84%

Authority and reliability

4.6/5

Expert rating

Real-world application tested

Most frequent sentences: