Privacy Meets Partnership in Co-production

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I’m co-producing a study with people living with young onset dementia, some of whom want to help co-analyse qualitative data — including transcripts of interviews with other participants. Ethically and legally, can lived experience co-researchers be given access to anonymised transcripts if they might recognise people or situations in the data? How do I balance rigorous co-production with safeguarding privacy?