Table 3 Descriptive statistics according to user types.
Frequency of usage | Casual users (<median number of sessions) | Habitual users (>median number of sessions) | p-value | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
Mean | SD | Min | Max | Total sessions | Mean | SD | Min | Max | Total sessions | ||
Duration of charging session (hours) | 2.7 | 1.34 | 0.02 | 9.32 | 276 | 2.85 | 1.52 | 0.01 | 55.24 | 3119 | 0.08 |
Total consumption (kWh) | 5.17 | 2.57 | 0 | 16.94 | 276 | 5.87 | 2.91 | 0 | 23.68 | 3119 | 0.00 |
Repeat transaction per user (count) | 6.57 | 5.1 | 1 | 18 | 276 | 72.53 | 41.89 | 19 | 192 | 3119 | 0.00 |
Session revenue ($) | 1.34 | 1.56 | 0.5 | 5.75 | 26 | 1.04 | 1.04 | 0.5 | 7.5 | 353 | 0.34 |
Estimated daily commute distance, one way (mi) | 11.84 | 10.24 | 0.97 | 40.93 | 202 | 19.26 | 11.32 | 0.86 | 43.06 | 2188 | 0.00 |
Stage of adoption | Early adopters (first quartile of users) | Late adopters (excludes first quartile of users) | p-value | ||||||||
Mean | SD | Min | Max | Total sessions | Mean | SD | Min | Max | Total sessions | ||
Duration of charging session (hours) | 2.78 | 1.9 | 0.01 | 55.24 | 1331 | 2.88 | 1.19 | 0.01 | 11.59 | 2064 | 0.07 |
Total consumption (kWh) | 5.44 | 3.22 | 0 | 23.68 | 1331 | 6.05 | 2.63 | 0 | 20.38 | 2064 | 0.00 |
Repeat transaction per user (count) | 63.38 | 56.3 | 1 | 170 | 1331 | 32.25 | 37.48 | 1 | 192 | 2064 | 0.03 |
Session revenue ($) | 1.04 | 0.9 | 0.5 | 5.75 | 150 | 1.08 | 1.19 | 0.5 | 7.5 | 229 | 0.71 |
Estimated daily commute distance, one way (mi) | 12.71 | 8.19 | 2.5 | 32.06 | 703 | 21.16 | 11.66 | 0.86 | 43.06 | 1687 | 0.00 |
Employee type | Managers | Non-managers | p-value | ||||||||
Mean | SD | Min | Max | Total sessions | Mean | SD | Min | Max | Total sessions | ||
Duration of charging session (hours) | 2.96 | 1.67 | 0.01 | 55.24 | 2022 | 2.67 | 1.2 | 0.01 | 8.71 | 1373 | 0.00 |
Total consumption (kWh) | 5.89 | 2.26 | 0 | 19.06 | 2022 | 5.69 | 3.63 | 0 | 23.68 | 1373 | 0.06 |
Repeat transaction per user (count) | 42.12 | 43.28 | 1 | 192 | 2022 | 37.11 | 46.75 | 1 | 170 | 1373 | 0.61 |
Session revenue ($) | 1.07 | 1.12 | 0.5 | 7.5 | 256 | 1.03 | 1.01 | 0.5 | 5.75 | 123 | 0.71 |
Estimated daily commute distance, one way (mi) | 21.04 | 11.77 | 0.86 | 43.06 | 1453 | 14.87 | 9.73 | 1.47 | 40.93 | 937 | 0.00 |