Too small a sample size for physical activity (fine for HCI, though) and was probably orchestrated after the hype of it. Does this paper live in those parameters?
Initial sample size was 21k users but we've reduced it to the people that filled some questionnaire regarding demographics and personality traits. To which parameters are you referring?