Used and loved by millions
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
leading to
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "leading to" is correct and usable in written English.
It is typically used to indicate a cause-and-effect relationship, showing how one thing results in another. Example: "The heavy rainfall caused flooding, leading to road closures and delays."
✓ Grammatically correct
News & Media
Science
Academia
Alternative expressions(20)
resulting in
causing
giving rise to
bringing about
contributing to
attributing to
precipitating
fostering
generating
is equivalent to
in the wishes of
rapidly thereafter
for the immediate future
Very soon
somewhere later
one week before
at the early time
in the next weeks
during the previous years
it is important to remember
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
This is leading to tensions".
News & Media
It's leading to job creation.
News & Media
The killing is leading to nothing good.
News & Media
"Margins increase inevitably leading to deleveraging.
News & Media
It is the guide leading to happiness.
News & Media
Some authentic instances leading to this hypothesis.
News & Media
Mr Obama declined one, leading to impasse.
News & Media
Simple geometry is leading to similar revelations.
News & Media
It's leading to accidents".
News & Media
Chaos leading to partition.
News & Media
What is it leading to?
Academia
Expert writing Tips
Best practice
Use "leading to" to clearly establish cause-and-effect relationships in your writing. Ensure the connection between the cause and effect is logical and evident to the reader.
Common error
Avoid stringing together multiple clauses with "leading to" in a single sentence. This can make your writing convoluted and difficult to follow. Break down complex ideas into simpler sentences for clarity.
Source & Trust
88%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "leading to" functions as a causal connector, indicating a cause-and-effect relationship between two events or situations. As Ludwig AI confirms, it is commonly used to show how one action results in another.
Frequent in
News & Media
45%
Science
25%
Academia
15%
Less common in
Formal & Business
5%
Wiki
3%
Huffington Post
7%
Ludwig's WRAP-UP
In summary, the phrase "leading to" serves as a crucial tool for establishing cause-and-effect relationships in writing and speech. Ludwig AI confirms its grammatical correctness and widespread usability across diverse contexts. The phrase is most frequently encountered in news and media, science, and academic writing. While "leading to" is generally neutral, you should be mindful of overuse and strive for clarity by breaking down complex sentences. Alternatives such as "resulting in" or "causing" can provide nuanced options for expressing similar connections. By understanding the function, purpose, and register of "leading to", writers can effectively convey the logical flow of events and ideas.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
resulting in
Focuses on the outcome as a direct consequence.
causing
Emphasizes the action that produces an effect.
giving rise to
Suggests a more gradual or developmental process.
bringing about
Highlights the act of initiating a change or outcome.
contributing to
Indicates a partial influence rather than a sole cause.
attributing to
Similar to "contributing to" but suggests a possible, rather than certain, relationship.
precipitating
Implies hastening an event or outcome.
fostering
Highlights the promotion or encouragement of a particular condition.
sparking
Implies igniting something, like an argument or debate.
generating
Focuses on creating or producing something.
FAQs
What can I say instead of "leading to"?
You can use alternatives like "resulting in", "causing", or "giving rise to" depending on the context.
How to use "leading to" in a sentence?
Use "leading to" to connect a cause with its effect. For example, "The heavy rain caused flooding, leading to road closures."
Is there a more formal alternative to "leading to"?
Yes, you can use phrases like "giving rise to" or "bringing about" for a more formal tone.
What's the difference between "leading to" and "resulting in"?
Both phrases indicate a cause-and-effect relationship, but "resulting in" focuses more on the outcome, while "leading to" emphasizes the process or path from cause to effect.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
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
4.6/5
Expert rating
Real-world application tested