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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 led
Grammar usage guide and real-world examplesUSAGE SUMMARY
"has led" is correct and usable in written English.
You can use it when describing a situation in which a particular action has caused a certain result or outcome. For example: "His hard work and dedication has led to his success in the business world."
✓ Grammatically correct
News & Media
Science
Formal & Business
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 has led to fraud.
News & Media
America has led the way.
News & Media
Aeroflot has led the charge.
News & Media
Tunisia has led the way.
News & Media
This has led to charges of cronyism.
News & Media
The Ayyam Gallery has led the charge.
News & Media
That has led to calls for restrictions.
News & Media
This has led to sky-high prices.
News & Media
He has led a startling liberalisation.
News & Media
The shift has led to some gains.
News & Media
The United States has led the way.
News & Media
Expert writing Tips
Best practice
Consider using synonyms like "resulted in" or "gave rise to" to add variety to your writing.
Common error
Avoid using "has led" when the connection between two events is weak or speculative. Overstating causation can weaken your argument and credibility.
Source & Trust
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "has led" functions as a verb phrase indicating causation or consequence. It connects an action or situation to its outcome. As Ludwig AI confirms, it's grammatically sound and widely applicable.
Frequent in
News & Media
40%
Science
30%
Formal & Business
15%
Less common in
Wiki
5%
Encyclopedias
5%
Reference
5%
Ludwig's WRAP-UP
In summary, the phrase "has led" is a versatile and grammatically correct way to express causation. As Ludwig AI indicates, it is widely used in written English across diverse contexts, ranging from news and media to scientific publications. While it is common to use synonyms such as "resulted in", "gave rise to", or "caused", ensure that the degree of causation matches the context to avoid overstating claims. Being mindful of appropriate word choice and contexts will ensure effective and accurate communication.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
resulted in
Focuses on the outcome or consequence of an action.
gave rise to
Emphasizes the beginning or origin of something.
caused
A more direct and general term for causation.
brought about
Highlights the act of making something happen.
contributed to
Suggests a partial cause or influence.
was responsible for
Assigns accountability for an outcome.
precipitated
Implies a sudden or hastened occurrence.
instigated
Suggests initiating or provoking an action or event.
paved the way for
Highlights preparation or enabling of future events.
set in motion
Emphasizes the start of a process or series of events.
FAQs
How can I use "has led" in a sentence?
Use "has led" to connect an action or event with its result. For example, "The company's innovative strategy "has led" to increased profits."
What are some alternatives to using "has led"?
You can use alternatives like "resulted in", "caused", or "brought about" depending on the context.
What is the difference between "has led" and "caused"?
Is it better to use "has led to" or "led to"?
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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
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested