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"led the effort" is correct and usable in written English.
You can use it to describe when someone took charge of an undertaking or activity. For example, "John led the effort to organize the community fundraiser."
Exact(60)
Kudos to the Obama Treasury Department, which led the effort.
"I led the effort against Wall Street deregulation.
He led the effort, which involved some 70 scientists.
Chowkwanyun led the effort to digitize and index the papers.
Mr. Thune led the effort to eliminate the program.
He should have led the effort to protect national security.
Members of the president's own party led the effort against the judges.
Mr. Edwards led the effort several years ago to boost that to 41 cents a mile.
Volunteer groups have led the effort to remove the trash dumped near Mount Fuji.
Two second-year MBA students, Susannah Burrage '19 and Jake Harris '19, led the effort.
In the 70s, Elly led the effort to keep Barnard an independent women's college.
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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