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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
which would lead
Grammar usage guide and real-world examplesUSAGE SUMMARY
"which would lead" is correct and usable in written English.
It is a dependent clause that can be used to provide more information or explanation about the main clause. Example: The new policies, which would lead to increased efficiency, were well received by the employees.
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(3)
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
(Which would lead to fewer abortions anyway).
News & Media
// get exactly the same spike train (which would lead to over-synchronized firing).
Academia
Great service would lead to happy clients, which would lead to more business, which would lead to more money, which would allow us to keep our clients happy, which would lead to more business…and on and on.
News & Media
Different HMM states were assumed to be different climate conditions, which would lead to different types of observed values.
Science
Stimulus would raise demand for goods and services, which would lead to higher prices.
News & Media
Mr O'Neill might force a no-confidence vote which would lead to an early election.
News & Media
Which would lead to greater happiness — the money or the time?
News & Media
Writer figures out a formula which would lead to its being called the Comfort Index.
News & Media
Their ongoing experience would lead to questions, which would lead to reassessment of the rules.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
2 human-written examples
Data from unpublished literature could be missing, which would lead to bias.
Science
Hence, modeling is important for HDR which would lead to establishing a new branch in physico-chemical hydrodynamics.
Expert writing Tips
Best practice
In formal writing, vary your sentence structure by occasionally replacing "which would lead" with synonyms such as "that would result in" or "that would give rise to" to enhance readability.
Common error
Avoid using "which would lead" when the antecedent is ambiguous or not clearly defined in the sentence. This can confuse the reader and weaken the connection between cause and effect.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "which would lead" functions as a relative clause introducing a consequence or result. It modifies the preceding noun or clause, providing additional information about the outcome. Ludwig AI confirms its grammatical correctness and usability.
Frequent in
Science
43%
News & Media
33%
Academia
10%
Less common in
Formal & Business
7%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "which would lead" is a versatile relative clause used to express cause-and-effect relationships. As Ludwig AI confirms, it's grammatically sound and widely applicable across various contexts, notably in science, news, and academia. While highly common, diversifying your writing by incorporating synonyms like "that would result in" or "that would give rise to" can enhance readability and prevent repetition. Ensure clarity by always providing a clear antecedent to avoid ambiguity.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
that would result in
Replaces "lead" with "result", focusing on the outcome more directly.
which would bring about
Emphasizes the act of causing something to happen.
that would give rise to
Highlights the origin or beginning of something as a consequence.
that would entail
Focuses on what is necessarily involved or accompanied as a result.
that would precipitate
Suggests a more rapid or sudden onset of the consequence.
that would contribute to
Indicates a partial effect, where the phrase adds to other factors.
with the effect of
Shifts the focus to the resulting effect.
that would have the consequence of
Formal and explicit about the cause-and-effect relationship.
that would spark
Implies a sudden and vigorous beginning or outbreak.
that would be conducive to
Suggests a more passive or supportive role in bringing about the result.
FAQs
How can I use "which would lead" in a sentence?
Use "which would lead" to introduce a consequence or result of a previous action or statement. For example, "Implementing these changes, "which would lead" to increased efficiency, is our primary goal."
What are some alternatives to "which would lead"?
You can use alternatives such as "that would result in", "that would give rise to", or "that would entail" depending on the context.
Is it better to say "that would lead" or "which would lead"?
"Which would lead" is typically used in nonrestrictive clauses, providing additional, non-essential information. "That would lead" is used in restrictive clauses, providing essential information that defines the noun it modifies. Choose based on whether the clause is essential to the sentence's meaning.
How does "which would lead" differ from "which leads to"?
"Which would lead" describes a hypothetical or future consequence, while "which leads to" describes a present or habitual consequence. The choice depends on whether you're discussing a potential outcome or a current pattern.
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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