Table 3:

Summary of main findings from consumer reviews

Perspectives	Aspects	Stage
Motivation	Find patterns in mood data	Reflection
	Learn about influencing factors	Collection
	For users with mental conditions to monitor symptoms	Reflection
	Make changes to improve mood based on insights	Action
Current usage	Log mood frequently	Collection, Reflection
	Add explanation to mood to facilitate reflection	Collection, Reflection
	Share data with healthcare providers	Action
Desired features	Features for specific mental illnesses	All stages
	Add contextual information	Collection, Reflection, Action
	Personalize mood input	Collection