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The phrase "depending on their preference" is correct and usable in written English.
For example, you could use it in the sentence, "Students can take either elective course depending on their preference."
Exact(26)
Interviews were conducted with individuals or with more than one participant, depending on their preference.
Users can be notified both by push messages and via email, depending on their preference.
The 12 white crosses that had been brought by Greg Zanis of Illinois -- he had brought 15 for the victims and shooters of the Columbine massacre -- will either be delivered to the victims' families or stored for them, depending on their preference.
More often, children have several, depending on their preference of sports or style.
Participants were interviewed in-person or by phone, depending on their preference.
Interviews were conducted in a private interview room within the university or at the student's workplace, depending on their preference.
Similar(33)
Rather than blocking ads altogether, Ad+ replaces them with better and more relevant ones for the user, depending on their preferences and what data they chose to share.
"We offer associates a range of roles in our fulfilment centres, depending on their preferences.
And players can use either Joy-Cons or the Pro Controller, depending on their preferences.
Customers can play a big or small part in the design process, depending on their preferences.
The interchangeable Moto G Shells are back again, letting users swap out plastic rear cases depending on their preferences.
More suggestions(15)
depending on their tone
depending on their residency
depending on their race
depending on their makeup
depending on their school
depending on their background
depending on their angle
depending on their wine
depending on their racing
depending on their source
depending on their commitment
depending on their experience
depending on their kind
depending on their target
depending on their allegiance
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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