Inclusion Criteria:  Participation in the RADAR-MDD London site study Consent for future research contact given during participation in the RADAR-MDD study Willing and able to continue using an Android smartphone Willing and able to continue using a Fitbit device Capacity to give informed consent  Exclusion Criteria:  Development of a comorbid psychiatric disorder since participation in the RADAR-MDD study