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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
contribute to
Grammar usage guide and real-world examplesUSAGE SUMMARY
"contribute to" is a perfectly valid phrase in written English.
It's used to describe providing help or resources for a particular project or goal. For example: "I'm excited to contribute to this important cause by volunteering my time."
✓ Grammatically correct
News & Media
Encyclopedias
Science
Formal & Business
Wiki
Alternative expressions(20)
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
Both airports contribute to tourism.
Encyclopedias
Occasionally I contribute to it.
News & Media
Don't contribute to it.
News & Media
Two features contribute to the minimalist design.
News & Media
Do I think we contribute to it?
News & Media
Several factors contribute to travel time.
Encyclopedias
Still other mechanisms contribute to receptor diversity.
Encyclopedias
Teacher motivation does contribute to student success.
News & Media
Extracts from the wood contribute to flavour.
Encyclopedias
Many other characteristics contribute to psychomotor behaviour.
Encyclopedias
Several factors contribute to scorpions' evolutionary success.
Encyclopedias
Expert writing Tips
Best practice
When using "contribute to", ensure the connection between the action and the resulting outcome is clear and direct. For instance, specify how a particular factor "contributes to" a specific problem or solution.
Common error
Avoid vague statements about "contributing to" without specifying the nature or extent of the contribution. Instead of saying something "contributes to success", explain precisely how it does so.
Linguistic Context
The phrase "contribute to" functions primarily as a verb phrase, indicating the action of providing something (either tangible or intangible) that helps to bring about a result or outcome. Ludwig AI confirms its widespread use across varied contexts.
Frequent in
News & Media
29%
Encyclopedias
15%
Wiki
23%
Less common in
Science
20%
Formal & Business
13%
Ludwig's WRAP-UP
In summary, "contribute to" is a very common and versatile phrase used to express how something helps bring about a particular result. Ludwig AI analysis indicates it's grammatically sound and appears frequently across diverse sources, including news, encyclopedias, and wikis. To use it effectively, ensure clarity in explaining the connection between the contribution and the outcome. While "contribute to" is versatile, related alternatives like "participate in", "assist with", and "play a part in" may provide more nuanced meanings in specific contexts.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
play a part in
Highlights the role or involvement in an event or activity.
have an impact on
Focuses on the effect or influence exerted, instead of the act of contributing.
add to
Highlights the act of increasing or supplementing something.
participate in
Focuses more on the action of taking part in something, rather than directly causing an effect.
be instrumental in
Suggests a crucial or essential role in bringing about a result.
assist with
Emphasizes providing help or support, differing from a direct contribution.
factor into
Emphasizes how something is considered as part of a larger calculation or situation.
lend a hand to
Implies offering help or assistance, often in a practical sense.
support
Indicates providing assistance or resources to help something succeed.
influence
Focuses on the power to affect someone or something without direct involvement.
FAQs
How can I use "contribute to" in a sentence?
Use "contribute to" to show how something helps to cause or achieve something else. For example, "Hard work can "contribute to" success".
What are some alternatives to "contribute to"?
You can use alternatives like "participate in", "assist with", or "play a part in" depending on the context.
Which is correct, "contribute to" or "contribute in"?
"Contribute to" is the correct and commonly used phrase to indicate contributing towards something. "Contribute in" is less common and may sound awkward.
What's the difference between "contribute to" and "attribute to"?
"Contribute to" means to help bring about a result, while "attribute to" means to regard something as being caused by someone or something. For example, "His success "contributes to" the team's morale", versus "His success is "attributed to" his hard work".
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