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All data is anonymised (meaning that individuals cannot be identified) and is handled and analysed on secure servers that only some of the researchers can access. Data privacy and ethics are taken extremely seriously by all researchers, and best practice has been and will be complied with throughout the project. The QResearch database itself has a long-standing ethical approval and individual patients can choose to opt-out of it.