Table 2.

Correlations Between Questionnaire and Sensor Data

QuestionnaireSpeakingar2(PValue)Physical Activity Scorebr2(PValue)Walking Levelar2(PValue)Stationaryar2(PValue)Walking Upar2(PValue)Walking Downar2(PValue)
CES-D = Center for Epidemiologic Studies–Depression; MCS = mental component score; PCS = Physical Component Score; SF-36 = 36-Item Short Form Health Survey; YPAS = Yale Physical Activity Survey.
a Fraction of time (speaking) or percentage of time (walking, stationary) spent in this activity.
b Weighted using the following weights: 0.6 for stationary, 3 for walking level, 5 for walking up, 1 for walking down, and −1.5 for unclassified.
SF-36 MCS0.86 (.03)
CES-D−0.75 (.08)
Friendship Scale0.97 (.002)
YPAS hours0.79 (.02)−0.50 (.21)−0.68 (.07)0.80 (.02)0.72 (.43)
YPAS kcal/week0.82 (.01)−0.52 (.18)−0.60 (.12)0.82 (.01)0.65 (.08)
SF-36 PCS−0.29 (.49)0.21 (.62)0.47 (.24)−0.56 (.15)0.18 (.66)