. Author manuscript; available in PMC: 2022 Dec 19.

Published in final edited form as: Proc ACM Interact Mob Wearable Ubiquitous Technol. 2020 Mar 18;4(1):23. doi: 10.1145/3381001

Table 3.

Correlation between sensing data and vmPFC-amygdala resting-state functional connectivity.

Sensor	Feature	Spearman’s r
Activity	Regularity of running (24H)	0.231
	Regularity of running (9AM-6PM) ^**	0.362
	Regularity of walking (24H)	0.229
	Regularity of walking (6PM-0AM)	0.285
Microphone	Audio amplitude (9AM-6PM)	−0.251
	Conversation duration (24H) ^**	0.365
	Conversation duration (0–9AM) ^**	0.330
	Conversation duration (9AM-6PM) ^*	0.312
	Conversation duration (6PM-0AM) ^**	0.363
	Number of conversation (24H) ^**	0.360
	Number of conversation (0–9AM) ^*	0.314
	Number of conversation (9AM-6PM)	0.255
	Number of conversation (6PM-0AM) ^**	0.366
	Ratio of voice (24H) ^**	0.365
	Ratio of voice (0–9AM)^*	0.293
	Ratio of voice (9AM-6PM)	0.246
	Ratio of voice (6PM-0AM) ^**	0.348
	Variability of conversation duration (24H) ^**	0.368
	Variability of conversation duration (0–9AM) ^*	0.318
	Variability of conversation duration (9AM-6PM) ^**	0.355
	Variability of conversation duration (6PM-0AM)	0.281
	Variability of number of conversation (24H) ^**	0.358
	Variability of number of conversation (0–9AM) ^**	0.339
	Variability of number of conversation (6PM-0AM)	0.243
	Variability of number of ratio of voice (24H) ^*	0.318
	Variability of number of ratio of voice (0–9AM)	0.278
	Regularity of number of conversation (24H)	−0.261
Location	Distance travelled (0–9AM)	−0.245
	Time spent at “social” location	0.236
	Regularity of number of places visited (24H)	0.278
	Regularity of number of places visited (6PM-0AM)	0.255
	Regularity of time spent at “other dorms” location ^*	0.321
Phone usage	Unlock duration (0–9AM)	0.276
	Number of unlock (0–9AM)	0.253
	Variability of number of unlock (24H)	0.260
Sleep	Sleep start time ^*	0.299

standard p < 0.05;

bold standard p < 0.01;

FDR-adjusted p < 0.1;

^**

FDR-adjusted p < 0.05