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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
CEO of Professional Science Editing for Scientists @ prosciediting.com
has contributed to
Grammar usage guide and real-world examplesUSAGE SUMMARY
"has contributed to" is a correct and commonly used phrase in written English.
It is typically used to describe something that has helped to cause or enhance a particular outcome or result. Example: The development of technology has greatly contributed to the advancement of modern society.
✓ Grammatically correct
News & Media
Science
Academia
Alternative expressions(20)
has aided in
has helped to
has played a role in
has assisted with
has been instrumental in
has impacted
has influenced
has dedicated time to
has been addressing
has been implementing
has been safeguarding
has incorporated to
has consented to
has participated to
has encouraged to
has been referring
has been assisting
has been securing
has been employed as
has been helping
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
51 human-written examples
Press Agency has contributed to this report.
News & Media
The state has contributed to the imbalance.
News & Media
(Vargas has contributed to The New Yorker).
News & Media
Each individual has contributed to the problem.
News & Media
International business has contributed to China's modernization.
News & Media
This has contributed to the low predictability.
Science
He has contributed to doing just that.
News & Media
He has contributed to each loss.
News & Media
That has contributed to monetary stability.
News & Media
He has contributed to his pension.
News & Media
"She has contributed to world literature.
News & Media
Expert writing Tips
Best practice
Use "has contributed to" to clearly indicate a causal or contributory relationship between two elements. Ensure the subject making the contribution is clearly defined for clarity.
Common error
While "has contributed to" is generally acceptable, avoid overuse in formal writing by varying your language. Use synonyms like "has aided in" or "has influenced" where appropriate to maintain a sophisticated tone.
Source & Trust
88%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "has contributed to" functions as a causative verb phrase. It indicates that the subject has played a role in bringing about a particular result or outcome. Ludwig AI confirms this, showing examples where the phrase links an action or entity to a consequence.
Frequent in
News & Media
46%
Science
38%
Academia
16%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "has contributed to" is a versatile phrase used to express a causal or contributory relationship. As Ludwig AI confirms, it is grammatically correct and widely used. Analysis of usage patterns indicates that it is frequently found in News & Media, Science, and Academic contexts, lending itself to neutral and formal writing styles. While highly useful, remember to vary your language to avoid repetition and maintain a sophisticated tone in your writing. Consider using alternatives like "has aided in" or "has helped to" when appropriate.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
has helped to
A simpler way of saying something has contributed.
has been a factor in
Suggests that the phrase was a reason for a specific result.
has played a role in
Focuses on the part someone or something had in a certain context.
has added to
Suggests an increase or accumulation, implying a contribution.
has aided in
Implies providing assistance, differing from contributing which suggests a part in the overall result.
has factored into
Highlights that something was one of the causes of a situation.
has assisted with
Suggests a more supportive or secondary action than contributing.
has been instrumental in
Emphasizes the importance of the contribution.
has impacted
Focuses on the effect rather than the contribution itself.
has influenced
Similar to 'impacted' but implies a more indirect effect.
FAQs
How can I use "has contributed to" in a sentence?
Use "has contributed to" to show that something has had a part in causing or bringing about a result. For example, "Her hard work "has contributed to" the success of the project."
What are some alternatives to "has contributed to"?
You can use alternatives like "has aided in", "has helped to", or "has played a role in", depending on the specific context and nuance you want to convey.
Is it better to use "has contributed to" or "contributed to"?
"Has contributed to" is the present perfect tense, which is used when the action has relevance to the present. "Contributed to" (simple past) is used when the action is completed in the past and has no direct connection to the present. Choose the tense that accurately reflects the timing and relevance of the contribution.
What's the difference between "has contributed to" and "was a contributing factor to"?
"Has contributed to" directly states that something played a part in an outcome, while "was a contributing factor to" emphasizes that it was one of multiple factors involved. The latter implies that other elements also played a role.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
88%
Authority and reliability
4.5/5
Expert rating
Real-world application tested