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 quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

MitStanfordHarvardAustralian Nationa UniversityNanyangOxford

which leads

Grammar usage guide and real-world examples

USAGE SUMMARY

"which leads" is correct and usable in written English.
You use "which leads" when you are connecting two related ideas. For example, "The situation was getting out of hand, which leads me to believe we should act now."

✓ Grammatically correct

News & Media

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Which leads to easy rust.

News & Media

The New York Times

Which leads to three thoughts.

News & Media

The New York Times

Which leads to unholy consummation.

News & Media

The New York Times

Which leads us to his final tip.

News & Media

The New York Times

Which leads to No. 3, color accuracy.

News & Media

The New York Times

Which leads us to an important question.

News & Media

Independent

Which leads me to another concern.

Which leads directly to the second mystery.

Which leads us to the N.H.L.

News & Media

The New Yorker

Which leads to a larger question.

News & Media

The New York Times

Which leads us to the ending.

News & Media

The New York Times
Show more...

Expert writing Tips

Best practice

Use "which leads" to smoothly connect cause and effect within a sentence, ensuring clarity and logical flow for the reader.

Common error

Avoid using "which leads" to connect two independent clauses without proper punctuation. It is better to use a semicolon, a colon, or make it two separate sentences. For example, instead of "The data was analyzed, which leads to a clear conclusion", write "The data was analyzed; "which leads to" a clear conclusion" or "The data was analyzed. This "leads to" a clear conclusion."

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

84%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "which leads" functions as a connective, specifically a causal connector. It introduces a clause that explains the consequence or result of a preceding action or situation. Ludwig shows that this phrase is used to establish a logical connection between two events or ideas.

Expression frequency: Very common

Frequent in

News & Media

55%

Science

25%

Academia

8%

Less common in

Formal & Business

7%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "which leads" is a versatile and commonly used phrase that serves as a causal connector, indicating that one event or situation is the direct result of another. Ludwig AI confirms its grammatical correctness and widespread use across diverse contexts, including News & Media, Science and Academia. When using "which leads", ensure it connects clauses logically and that it is punctuated correctly. While alternatives like "consequently" and "as a result" exist, "which leads" provides a clear and direct link between cause and effect.

FAQs

How can I use "which leads" in a sentence?

Use "which leads" to connect a clause that describes a situation or action with the result or consequence of that situation. For example, "The company invested heavily in research and development, "which leads to" innovative products."

What are some alternatives to using "which leads"?

You can use alternatives such as "consequently", "as a result", or "therefore" depending on the context and the level of formality you want to convey.

Is "that leads" interchangeable with "which leads"?

While both phrases indicate a consequence, "which leads" is typically used in nonrestrictive clauses, adding extra information, while "that leads" is used in restrictive clauses, essential to the meaning of the sentence. Consider rephrasing to ensure correct usage.

Can "which leads" be used at the beginning of a sentence?

No, "which leads" should not be used at the beginning of a sentence because it refers back to a previous clause or statement. Starting a sentence this way would lack a clear antecedent. Rephrase the sentence for clarity.

ChatGPT power + Grammarly precisionChatGPT power + Grammarly precision
ChatGPT + Grammarly

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.

Source & Trust

84%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: