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
which has generated
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "which has generated" is correct and usable in written English.
It can be used to refer to something that has produced or caused a particular result or outcome in the past. Example: "The new policy, which has generated significant interest among employees, will be implemented next month."
✓ Grammatically correct
News & Media
Science
Encyclopedias
Alternative expressions(6)
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
58 human-written examples
Then there's the fan-generated 'When Starbucks Gets Your Name Wrong' Facebook page, which has generated over 35,000 likes.
News & Media
Tickets for the event, which has generated a surge of publicity, are going fast.
News & Media
But Mr. Reilly is retiring this year, which has generated hope among mixed martial arts supporters.
News & Media
The suspension, which has generated considerable controversy, will set Pryor's development back.
News & Media
The housing agency also tackled executive compensation, which has generated severe criticism.
News & Media
The biggest, which has generated the most interest, is a plan to restore and develop the former Bulova Watchcase Factory.
News & Media
This spring, Ms. Venturini brought out an oyster-shaped bag called the Ostrik, which has generated sales of 21,000.
News & Media
It helps that we won our opening bouts, which has generated a really good buzz in the team.
News & Media
In fact, such underperformance led to the widespread idea that having oil is a curse, which has generated extensive literature.
News & Media
The South, which has generated much of the relevant rap of the last few years, is a mere afterthought.
News & Media
Indeed, Genentech's macular degeneration drug is a modified version of its cancer drug, Avastin, which has generated excitement among oncologists.
News & Media
Expert writing Tips
Best practice
Use "which has generated" to connect a description to a result, ensuring clarity in your sentence structure. For example, "The new marketing campaign, which has generated significant buzz, is set to launch next week."
Common error
Avoid replacing "which" with "that" when introducing non-restrictive clauses. "Which" is appropriate when the clause provides additional information that is not essential to the sentence's core meaning. For example, "The product, which has generated considerable revenue, is now being expanded internationally."
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "which has generated" functions as a relative clause introducing additional information about a noun phrase. As Ludwig AI states, it is grammatically sound and suitable for use in English. This structure allows writers to elaborate on the consequences or outcomes associated with a particular subject.
Frequent in
News & Media
78%
Science
12%
Encyclopedias
3%
Less common in
Formal & Business
3%
Reference
2%
Academia
2%
Ludwig's WRAP-UP
In summary, "which has generated" is a grammatically correct and commonly used phrase to introduce non-restrictive clauses that provide additional information about a subject and its outcomes. As Ludwig AI confirms, the phrase is considered correct and usable in written English. It is most frequently found in news and media contexts, but also appears in scientific and encyclopedic writing. When using the phrase, it's important to differentiate between "which" and "that" to ensure grammatical accuracy and choose appropriate synonyms based on the desired emphasis, such as "that has produced" or "resulting in".
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
that has produced
Replaces "which" with "that" and uses "produced" instead of "generated", offering a slightly more direct tone.
that created
Substitutes "generated" with "created", implying a more direct act of creation.
resulting in
Focuses on the outcome, using a participial phrase to indicate consequence.
leading to
Similar to 'resulting in', but emphasizes the sequential aspect of cause and effect.
giving rise to
A more formal alternative, suggesting the start or origin of something.
has brought about
Emphasizes the action of causing something to happen or exist.
which spurred
Implies that something acted as a stimulus or incentive.
that sparked
Suggests a sudden or dramatic beginning, often implying excitement or controversy.
that fostered
Suggests nurturing or encouraging the development of something.
has yielded
Implies a return or output from an investment or effort.
FAQs
How do I use "which has generated" in a sentence?
Use "which has generated" to introduce a non-restrictive clause that provides additional information about the subject. For example: "The new software, which has generated significant interest, will be released next month."
What can I say instead of "which has generated"?
You can use alternatives like "that has produced", "resulting in", or "leading to" depending on the context.
Is it correct to use "that has generated" instead of "which has generated"?
While both can be grammatically correct, "which" is generally preferred for non-restrictive clauses (those that add extra information), whereas "that" is used for restrictive clauses (those essential to the sentence's meaning). Consider the context to determine the most appropriate choice.
What's the difference between "which has generated" and "that created"?
The key difference lies in the nuance of the verb. "Generated" suggests a process or series of events leading to a result, while "created" implies a more direct act of bringing something into existence. Use "which has generated" when you want to emphasize the process leading to the outcome.
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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
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested