“…For the adjusted analysis (primary analysis), a generalised, additive, mixed model was used and explanatory variables identified a priori. 18 The model was adjusted for the non-linear relationship that was evident between the primary outcome and time, the correlation within subject over time, baseline step count, age, sex, socioeconomic status, BMI, blood pressure, heart resting rate, mental health, quality of life, and smartphone literacy.…”