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"improve compliance" is correct and usable in written English.
You can use it as an imperative (i.e. a command) or an imperative verb phrase (i.e. a verb that expresses an order or command). For example: "We should strive to improve compliance with safety regulations."
Exact(60)
By minor improvements we mean, for example, modifications which improve compliance.
Eliminating complexity may not be enough to improve compliance once and for all, however.
The regulators made numerous recommendations that would allow Google to improve compliance.
So we are recommending further action to improve compliance and ensure that shoppers have clear, accurate information".
Clinical protocols may decrease unnecessary variation in care and improve compliance with desirable therapies.
Fixed-dose combinations are designed to simplify the medication regimen and potentially improve compliance.
In 2001, a protocol was designed to improve compliance with recommended practice.
Emerging technologies have the potential to help patients and caregivers to improve compliance with ERPs.
Computerized clinical reminders (CRs) can improve compliance with these practices in outpatient settings.
Treatment with a single-dose antibiotic regimen may improve compliance with prescribed therapy.
By simplifying the medical regimen, once-daily dosing can potentially improve compliance.
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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