The study utilized a comprehensive set of 36 metrics to characterize these profiles, including:
The analysis identified nine distinct clusters among the 54,995 participants, including:
Covers physical activity (PA) and sedentary behaviour (SB). 54995.rar
Two clusters focusing on robust RAR with opposite sleep profiles (longer/efficient vs. shorter/fragmented).
Timing of the least active 5 hours.
Four clusters focusing on poor RAR (low activity, late chronotype, or restless sleep). Associated Metrics
Likelihood of shifting between activity and rest. Methodology The study utilized a comprehensive set of 36
Data reduction of CR metrics via principal component analysis, followed by k-means clustering.