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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
could have contributed
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "could have contributed" is correct and can be used in written English.
It is used to indicate that something could have happened, but did not. For example: "The introduction of more rigorous safety protocols could have contributed to fewer workplace injuries."
✓ Grammatically correct
News & Media
Science
Alternative expressions(20)
might have influenced
could be attributed to
could have communicated
could have complemented
could have participated
could have encouraged
could have become
could have incorporated
could have exacerbated
could have facilitated
could have constituted
could have collaborated
could have accelerated
could have helped
could have competed
could have created
could have improved
could have possibly played
could have possibly been
potentially amplified
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
60 human-written examples
You don't think that could have contributed?
News & Media
He also said the injury could have contributed.
News & Media
They could have contributed to eradicating hunger and poverty.
News & Media
Heavy rains could have contributed to the plane's skidding off the runway, Mr. Kajit added.
News & Media
We also moved four times in six months, so this could have contributed to his stress.
News & Media
Any or all of those factors could have contributed to the surprise result.
News & Media
Several factors could have contributed to the shares' decline besides the trial results.
News & Media
All of the changes could have contributed to the reported rises.
News & Media
Clearly, then, Thomas could have contributed to this spirited, important debate.
News & Media
What factors could have contributed to the different responses to these blackouts?
News & Media
Any unauthorized gains could have contributed to his year-end bonuses.
News & Media
Expert writing Tips
Best practice
Use "could have contributed" to express a possibility, but be mindful of the strength of your evidence. If there is stronger evidence, consider using phrases like "likely contributed" or "certainly contributed".
Common error
Avoid using "could have contributed" when the contribution is definitively known or proven. This phrase is best used when there is uncertainty or speculation about the extent of the influence.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "could have contributed" functions as a modal verb phrase expressing a possibility or hypothesis about a past action or event having an impact. It suggests that something might have been a factor, but without certainty. Ludwig AI confirms its correct usage.
Frequent in
Science
42%
News & Media
40%
Formal & Business
10%
Less common in
Encyclopedias
2%
Wiki
2%
Reference
4%
Ludwig's WRAP-UP
In summary, "could have contributed" is a versatile modal verb phrase used to express a possible influence or contributing factor, as affirmed by Ludwig AI. Predominantly found in scientific and news-related contexts, it serves to suggest potential causes without definitive proof. Remember to use it when you want to offer a tentative explanation, and avoid it when the contribution is certain. Explore alternatives like "might have influenced" or "may have played a role" to fine-tune your expression. Proper usage ensures clarity and avoids overstating the degree of influence. This phrase can greatly enhance your ability to discuss potential factors in a nuanced way.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
might have influenced
Uses "might" instead of "could" offering a slightly weaker degree of possibility and replaces "contributed" with "influenced" shifting the focus to impact.
may have played a role
Replaces "contributed" with "played a role" to emphasize the action of participating in something.
potentially affected
Focuses on the potential impact or consequence, replacing "contributed" with "affected".
could be a factor
Emphasizes the possibility of being a contributing element among others.
might be partly responsible
Suggests a degree of accountability or causation, replacing "contributed" with "responsible".
could have been instrumental
Highlights the importance or essential nature of the contribution.
may have had a hand in
An idiomatic alternative suggesting involvement or participation.
possibly led to
Focuses on the consequential aspect, suggesting that something may have been a precursor or cause.
could be attributed to
Shifts the focus to assigning a cause or origin.
may have fostered
Suggests nurturing or promoting something, implying a more active contribution.
FAQs
How can I use "could have contributed" in a sentence?
Use "could have contributed" to suggest a possible but not certain factor in an outcome. For example, "The lack of funding "could have contributed" to the project's failure".
What are some alternatives to "could have contributed"?
Depending on the context, you can use alternatives like "might have influenced", "may have played a role", or "potentially affected".
Is it better to say "could contribute" or "could have contributed"?
"Could contribute" suggests a future or general possibility, while "could have contributed" refers to a past possibility that may have influenced a previous event or situation. Choose the form that matches the time frame you are discussing.
What's the difference between "could have contributed" and "definitely contributed"?
"Could have contributed" implies uncertainty and possibility, whereas "definitely contributed" indicates certainty and confirmed influence. Use "could have contributed" when you want to express a potential factor without absolute proof.
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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
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested