Table 6.

Examples of other studies that utilized ZotCare.

Study	Description	#	Duration	Collection service	Profile service	RPII service
Sleep & Menstration (30)	Subjective study on the affect of menstruation on sleep	20	2 months	ZotCare app (customized with cognitive tests)	-	-
PREVENT (31)	Daily well-being of pregnant women around COVID-19 pandemic	38	30 days	$\bullet$ Samsung watch	-	-
				$\bullet$ ZotCare app (in Finnish)
D-CCC (32)	D-CCC was proposed to assist community organiztions to monitor elderly	5	2 months	$\bullet$ ZotCare app	-	$\bullet$ Interventions to promote physical and mental well-being
				$\bullet$ Oura ring
				$\bullet$ Withings blood pressure monitor
				$\bullet$ Withings scale
Sleep & Brain study (ongoing)	Impact of sleep quality on memory and cognitive performance	TBD	TBD	$\bullet$ ZotCare app (customized with cognitive tests)	$\bullet$ Custom notification times	$\bullet$ Notification scheduler
SERVE OC (ongoing)	Serve OC is focused on preventing high blood pressure and improving health among families	1000	3 Years	$\bullet$ Withings blood pressure monitor	$\bullet$ Family label	$\bullet$ Missing data detection
					$\bullet$ Pregnant label	$\bullet$ Abnormally detection
					$\bullet$ Research groups