Since 2020 I have manually tracked 35093 data points about my life [1]. And the one parameter that correlates most with my sleep time is how many steps I took during the day.
The median number of steps I take during a day is about 9500.
When I look at the sleep time of the following night, on average I slept an additional 9 minutes after a day with 9500 steps or more compared to a day with less than 9500 steps.
The gap increases to 16 minutes when I look at nights where I walked over 12000 steps in the previous day.
To see if that is just correlation or if there is causation at play, I also started to decide to take an additional walk or not by coin flip. So far, I did that 31 times. 16 times the coin decided to take a walk, 21 times it decided not to. On average, I slept 13 minutes longer after the coin decided that I take an additional walk. 31 is a very small N of course. I hope to have a larger sample by the end of next year.