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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 quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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that led to

Grammar usage guide and real-world examples

USAGE SUMMARY

"that led to" is correct and usable in written English.
It is used to refer to something that was the cause or result of something else. For example, "His failure to complete the project on time led to his demotion."

✓ Grammatically correct

News & Media

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

That led to more research that led to more discoveries.

that led to.

News & Media

Huffington Post

Complications that led to fatalities were assessed.

That led to overbuilding.

News & Media

The New York Times

That led to chaos.

News & Media

The Economist

That led to fourth down.

News & Media

The New York Times

That led to limited sanctions.

News & Media

The New York Times

That led to harsh austerity.

News & Media

The Economist

That led to designing interiors.

News & Media

The New York Times

That led to his resignation.

That led to 28 arrests.

News & Media

Independent
Show more...

Expert writing Tips

Best practice

Use "that led to" to clearly establish a cause-and-effect relationship between two events or actions. Ensure the connection is logical and evident to the reader.

Common error

Avoid using "that led to" in excessively passive constructions, which can obscure the actor or agent responsible for the outcome. Instead, prioritize active voice to clarify who or what caused the result.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

89%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "that led to" functions as a causal connector, linking a preceding event or action to its subsequent result or consequence. Ludwig provides many examples to demonstrate this usage.

Expression frequency: Very common

Frequent in

News & Media

65%

Science

20%

Academia

10%

Less common in

Encyclopedias

3%

Formal & Business

2%

Wiki

0%

Ludwig's WRAP-UP

In summary, "that led to" serves as a crucial causal connector, effectively linking events and actions with their consequences. As Ludwig AI confirms, its grammatical correctness and versatility render it suitable for diverse writing contexts, from news reporting to academic research. Predominantly found in News & Media, it also appears in scientific and academic writings, maintaining a neutral register across applications. When writing, it is important to use "that led to" to clearly show cause-and-effect relationships, and to avoid passive constructions to keep the writer responsible for the action. Alternatives like "that resulted in" can add nuance, but ultimately, "that led to" remains a reliable and widely understood phrase.

FAQs

How can I use "that led to" in a sentence?

Use "that led to" to connect an action or event with its consequence. For instance, "The company's innovative marketing strategy "that led to" a significant increase in sales."

What are some alternatives to "that led to"?

Alternatives include phrases like "that resulted in", "that caused", or "that brought about", depending on the specific nuance you want to convey.

Is it grammatically correct to start a sentence with "That led to"?

While grammatically correct, starting a sentence with "That led to" might sound less formal. Consider rephrasing for a smoother flow in academic or professional writing.

What is the difference between "that led to" and "which led to"?

"That led to" usually introduces essential information, while "which led to" introduces non-essential, additional information. For example, "The experiment "that led to" the discovery was groundbreaking" (essential) versus "The experiment, "which led to" the discovery, was funded by the government" (additional information).

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Source & Trust

89%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: