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The phrase "increase in the use of" is correct and usable in written English.
You can use it when referring to an increase in the frequency or amount of something being used. For example, "There has been an increase in the use of renewable energy sources in recent years."
Exact(60)
There was an increase in the use of pottery.
There has been a sharp increase in the use of ISDS.
This can largely be attributed to an increase in the use of lignite for electricity production.
The spin-off has been an increase in the use of pseudo-courts and civil courts.
The 20th century witnessed a large increase in the use of compressed-air devices.
There has been a significant increase in the use of stimulant medication.
The impetus for these restrictions was not a significant increase in the use of the rule.
Its authors warn of a "small but important" increase in the use of mental health services by chemsex drug users.
Other abuses included gang-rape, sexual slavery, forced abortion and a sharp increase in the use of children as soldiers.
Part of what made the first green revolution possible was a sharp increase in the use of phosphorus-rich fertilizers.
There had also been an increase in the use of cards in place of cash, "but nothing major yet".
More suggestions(19)
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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