Table 1.
Participant demographic information and digital phenotyping data.
| Demographics | Total (n=105) |
|---|---|
| Male (no., %) | 48 (45.7) |
| Age (mean, st. dev.) | 52.0 (14.0) |
| Surgery (no., %) | 55 (52.4) |
| Site of Disease (no., %) | |
| Cervical | 35 (33.3) |
| Thoracic | 6 (5.7) |
| Lumbar | 64 (60.1) |
| Passive Data Collection | |
| GPS Days (mean, st. dev.) | 82.5 (68.4) |
| Active Data Collection | |
| Daily Survey Response Rate (mean, (25%,75%) quantiles) | 43.4 (23.2,69.8) |
| Weekly Survey Response Rate (mean, (25%,75%) quantiles) | 73.2 (50.6,100.0) |
| Change in Pain Score | |
| All patients (mean start/end score) | −1.3 (4.96 to 3.66) |
|
Digital Phenotypes* Daily (median, (25%, 75%) quantiles) |
|
| Time spent at home (minutes) | 927.1 (623.9, 1242.8) |
| Distance travelled (meters) | 51989.1 (18691.9, 97833.3) |
| Radius of gyration (meters) | 3218.8 (846.8, 9881.9) |
| Maximum diameter (meters) | 13828.1 (4867.5, 29382) |
| Maximum distance from home (meters) | 13296.5 (4612.7, 29285.7) |
| Number of significant locations visited | 2 (1, 3) |
| Average flight length (meters) | 236.0 (160.1, 334.9) |
| Std. dev. of flight length (meters) | 296.4 (173.3, 487.3) |
| Average flight duration (seconds) | 42.7 (32.0, 74.3) |
| Std. dev. of flight duration (seconds) | 98.2 (56.9, 257.1) |
| Fraction of the day not moving | 0.88 (0.79, 0.94) |
| Significant location entropy | 0 (0, 0.28) |
| Missing GPS data (minutes) | 1349.7 (1323.7, 1379.2) |
| Circadian routine (0-low, 1-high) | 0.59 (0.42, 0.71) |
| Week end/day stratified circadian routine | 0.61 (0.44, 0.73) |
| Number of outgoing texts | 4 (0, 14) |
| Total outgoing text length (characters) | 165 (0, 756) |
| Texting outdegree | 1 (0, 3) |
| Number of incoming texts | 4 (0, 13) |
| Total incoming text length (characters) | 188 (0, 689) |
| Texting indegree | 2 (0, 4) |
| Text reciprocity | 4 (0, 15) |
| Text responsiveness | 0.04 (0, 0.28) |
| Number of outgoing calls | 1 (0, 4) |
| Total outgoing call lengths (seconds) | 72 (0, 561) |
| Call outdegree | 1 (0, 3) |
| Number of incoming calls | 1 (0, 3) |
| Total incoming call lengths (seconds) | 75 (0, 619) |
| Call indegree | 1 (0, 2) |
| Call reciprocity | 0 (0, 2) |
| Call responsiveness | 0 (0, 0.44) |
*
For detailed descriptions and definitions of the mobility and sociability digital phenotypes, see Barnett and Onnela (2016).