…
Juan Salamanca
2025-05-30
File: main_survey.csv
A total of 54 participants rode 10 bikes in 54 sessions in 6/22/24 6/29/24 6-Jul
| Variable | mean_app | stdev_app | mean_app_automated | stdev_app_automated |
|---|---|---|---|---|
| I.relied.on.the.system.s.instructions_app | 1.30 | 0.86 | 1.10 | 0.91 |
| I.relied.most.on.the.sounds_app | 0.40 | 1.10 | 0.35 | 1.18 |
| I.relied.most.on.the.display_app | 0.68 | 1.00 | 0.75 | 1.02 |
| I.relied.most.on.the.other.cyclists_app | -0.25 | 1.16 | -0.25 | 1.25 |
| I.felt.patronized.by.the.system_app | -0.65 | 0.88 | -0.16 | 1.30 |
| I.was.able.to.ride.the.bike.the.same.way.I.ride.my.bike.in.everyday.life_app | -0.25 | 1.16 | -0.75 | 0.91 |
| I.was.frustrated.by.setting.up.the.app_app | -1.20 | 0.95 | -0.80 | 1.28 |
| I.felt.unstable.on.the.bike_app | -1.11 | 0.99 | -1.00 | 0.88 |
| I.could.easily.gain.speed.by.pedaling.more.intensely_app | 0.90 | 0.97 | -0.35 | 1.27 |
| I.could.easily.maintain.the.proximity.to.the.attractor_app | 0.75 | 0.85 | 0.40 | 1.31 |
| I.felt.connected.to.other.cyclists_app | 0.55 | 0.94 | 0.50 | 1.10 |
| I.could.easily.synchronize.my.speed.with.the.attractor_app | 0.55 | 0.89 | 0.60 | 1.23 |
| I.concentrated.on.the.surrounding.traffic_app | -0.10 | 1.17 | 0.20 | 1.24 |
| When.I.was.far.behind..I.could.easily.catch.up.with.the.given.instructions_app | 0.70 | 0.86 | 0.45 | 1.43 |
| I.felt.distracted.by.the.system_app | -0.30 | 1.08 | -0.70 | 1.13 |
| I.felt.safe.when.using.the.system_app | 0.40 | 0.99 | 0.40 | 1.14 |
| The.swarm.density.was.convenient_app | 0.25 | 0.97 | 0.25 | 1.07 |
| date | trial | treatment | bikeID | I.relied.on.the.system.s.instructions_app | I.relied.most.on.the.sounds_app | I.relied.most.on.the.display_app | I.relied.most.on.the.other.cyclists_app | I.felt.patronized.by.the.system_app | I.was.able.to.ride.the.bike.the.same.way.I.ride.my.bike.in.everyday.life_app | I.was.frustrated.by.setting.up.the.app_app | I.felt.unstable.on.the.bike_app | I.could.easily.gain.speed.by.pedaling.more.intensely_app | I.could.easily.maintain.the.proximity.to.the.attractor_app | I.felt.connected.to.other.cyclists_app | I.could.easily.synchronize.my.speed.with.the.attractor_app | I.concentrated.on.the.surrounding.traffic_app | When.I.was.far.behind..I.could.easily.catch.up.with.the.given.instructions_app | I.felt.distracted.by.the.system_app | I.felt.safe.when.using.the.system_app | The.swarm.density.was.convenient_app |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6/22/24 | morning | app | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| 6/22/24 | morning | app | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| 6/22/24 | morning | app | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| 6/22/24 | morning | app | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| 6/22/24 | morning | app | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| 6/22/24 | morning | app | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| 6/22/24 | morning | app | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| 6/22/24 | morning | app_automated | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| 6/22/24 | morning | app_automated | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| 6/22/24 | morning | app_automated | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| 6/22/24 | morning | app_automated | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| 6/22/24 | morning | app_automated | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| 6/22/24 | morning | app_automated | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| 6/22/24 | morning | app_automated | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| 6/22/24 | afternoon | app | 1 | 2 | 1 | 1 | -1 | -2 | -1 | -2 | -1 | -1 | 0 | -1 | -1 | 1 | -1 | -1 | 0 | -1 |
| 6/22/24 | afternoon | app | 2 | 2 | 0 | 1 | -1 | -2 | -1 | -2 | 1 | 1 | 1 | 0 | 0 | 1 | 0 | -1 | 0 | -1 |
| 6/22/24 | afternoon | app | 4 | 1 | 1 | -1 | 0 | 0 | -1 | -1 | -2 | 0 | 0 | 1 | 0 | 0 | -1 | 1 | 1 | 0 |
| 6/22/24 | afternoon | app | 7 | 1 | 1 | 1 | 1 | 0 | 1 | -1 | -1 | 1 | 1 | 1 | 1 | 1 | 0 | -1 | 1 | 1 |
| 6/22/24 | afternoon | app | 6 | -1 | 1 | 0 | -2 | 0 | 2 | -2 | NA | 2 | 2 | 0 | 2 | -1 | 2 | -1 | 0 | 2 |
| 6/22/24 | afternoon | app | 8 | 2 | 0 | 2 | 1 | -1 | -1 | -2 | -2 | 2 | 1 | 0 | 0 | -2 | 1 | 1 | -1 | 1 |
| 6/22/24 | afternoon | app | 9 | 2 | 1 | 0 | -2 | 0 | 0 | -2 | -1 | 1 | 1 | 1 | 1 | 1 | 1 | -1 | 2 | 1 |
| 6/22/24 | afternoon | app_automated | 1 | 1 | 1 | 0 | -1 | -2 | -1 | -2 | -1 | -1 | 0 | -1 | 0 | 1 | 0 | -1 | 0 | -1 |
| 6/22/24 | afternoon | app_automated | 2 | 2 | 2 | -1 | -2 | -2 | -1 | -2 | 1 | 1 | 1 | 0 | 1 | 1 | 2 | -1 | 0 | 1 |
| 6/22/24 | afternoon | app_automated | 4 | 1 | 1 | -1 | 0 | 0 | -1 | 0 | -2 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 |
| 6/22/24 | afternoon | app_automated | 7 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | -1 | -1 | 1 | 0 | 1 | 1 | -1 | 0 | 0 | 0 |
| 6/22/24 | afternoon | app_automated | 6 | 1 | 0 | 2 | -2 | 0 | -2 | -2 | NA | -2 | -1 | 0 | -1 | -1 | -2 | -1 | 0 | 2 |
| 6/22/24 | afternoon | app_automated | 8 | -1 | -2 | 1 | 0 | -2 | 1 | -2 | -2 | -1 | 2 | 2 | 2 | 2 | 2 | -2 | 2 | 1 |
| 6/22/24 | afternoon | app_automated | 9 | 2 | 0 | 0 | -2 | 0 | 0 | -2 | -1 | -1 | 0 | 0 | 0 | 1 | 1 | -1 | 2 | 1 |
| 6/29/24 | afternoon | app | 1 | 2 | -1 | 2 | 0 | -2 | 1 | -2 | -2 | 0 | 2 | 2 | 2 | 1 | 1 | -2 | 2 | -1 |
| 6/29/24 | afternoon | app | 2 | 0 | -2 | 2 | -1 | 0 | -2 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | -1 | 0 |
| 6/29/24 | afternoon | app | 3 | 1 | 1 | 1 | -1 | 1 | 1 | -1 | 1 | 2 | 0 | 2 | 0 | -2 | 0 | 1 | -1 | 1 |
| 6/29/24 | afternoon | app | 4 | 2 | -1 | 1 | 0 | 0 | -1 | -1 | -1 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | -1 |
| 6/29/24 | afternoon | app | 5 | 1 | 0 | NA | -2 | -1 | -1 | -1 | -2 | 0 | 2 | -1 | 1 | 0 | 2 | 0 | 0 | 0 |
| 6/29/24 | afternoon | app | 6 | 2 | 1 | 1 | 2 | 0 | 1 | -1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | -1 | 0 | 1 |
| 6/29/24 | afternoon | app | 7 | 2 | -1 | 1 | 0 | -1 | -1 | -1 | -1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 1 | -1 |
| 6/29/24 | afternoon | app | 8 | 2 | 1 | 0 | -1 | -1 | -1 | -2 | -2 | 2 | -1 | 1 | -1 | -1 | 2 | -1 | 1 | 1 |
| 6/29/24 | afternoon | app | 9 | 1 | 2 | -2 | 1 | -1 | -1 | 1 | -1 | -1 | 0 | 1 | 1 | -1 | 1 | 1 | 0 | -1 |
| 6/29/24 | afternoon | app_automated | 1 | 2 | 0 | 2 | -2 | 2 | -2 | -2 | 0 | -2 | -2 | -2 | -2 | 1 | -2 | -2 | -2 | -2 |
| 6/29/24 | afternoon | app_automated | 2 | -1 | -2 | 2 | 0 | 0 | -2 | 0 | -1 | -1 | 0 | 1 | 1 | 1 | -1 | 0 | -1 | 0 |
| 6/29/24 | afternoon | app_automated | 3 | 1 | 1 | 0 | 1 | 1 | 1 | -1 | 0 | 1 | -1 | 2 | 2 | -1 | 1 | 0 | 0 | 1 |
| 6/29/24 | afternoon | app_automated | 4 | 0 | -1 | 1 | 0 | -1 | -2 | 1 | -1 | -2 | -2 | 0 | -2 | -2 | -2 | 2 | -1 | -1 |
| 6/29/24 | afternoon | app_automated | 5 | 1 | 0 | 2 | 1 | 1 | -1 | -2 | -2 | -1 | 2 | -1 | 2 | 2 | 2 | -2 | 2 | 0 |
| 6/29/24 | afternoon | app_automated | 6 | 2 | 1 | 1 | 2 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | -1 | 0 | -1 |
| 6/29/24 | afternoon | app_automated | 7 | 1 | -1 | 1 | 0 | -1 | 0 | 1 | -1 | 2 | 2 | 0 | 1 | 1 | 2 | 1 | 1 | -1 |
| 6/29/24 | afternoon | app_automated | 8 | 2 | 0 | 1 | -1 | NA | -1 | -2 | -2 | -1 | 1 | 1 | 1 | -1 | 2 | -1 | 1 | 1 |
| 6/29/24 | afternoon | app_automated | 9 | 2 | 2 | -1 | -1 | 0 | -1 | 1 | 0 | -1 | 2 | 1 | 2 | -1 | 1 | -2 | 0 | 0 |
| 6-Jul | morning | app | 8 | 2 | 2 | 0 | 1 | 0 | 2 | 1 | -2 | 2 | 2 | 2 | 2 | -1 | 0 | 1 | -1 | 1 |
| 6-Jul | morning | app | 6 | 1 | -1 | 1 | 0 | -2 | -1 | -2 | -2 | 2 | 0 | -1 | 0 | -2 | 1 | -2 | 2 | 0 |
| 6-Jul | morning | app | 4 | 1 | 1 | 1 | 1 | 0 | -1 | -1 | -1 | 1 | 0 | 1 | 1 | -1 | 1 | -1 | 1 | 1 |
| 6-Jul | morning | app | 3 | 0 | 1 | 1 | -1 | -1 | 0 | -2 | -2 | 1 | 1 | 1 | 0 | 1 | 1 | -1 | 1 | 1 |
| 6-Jul | morning | app_automated | 8 | 1 | 2 | 0 | 2 | 2 | 0 | 0 | -2 | -1 | -1 | 2 | 0 | -1 | 0 | 1 | -1 | 1 |
| 6-Jul | morning | app_automated | 6 | 2 | 0 | 2 | -1 | -2 | -1 | -2 | -2 | 2 | 1 | 0 | 1 | -1 | 2 | -2 | 2 | 0 |
| 6-Jul | morning | app_automated | 4 | 1 | 1 | 1 | 1 | 1 | -1 | -1 | -1 | 0 | 0 | 1 | 1 | -1 | 1 | -1 | 1 | 1 |
| 6-Jul | morning | app_automated | 3 | 1 | 1 | 1 | 0 | -1 | -1 | -1 | -1 | 1 | 2 | 2 | 2 | 2 | 0 | -1 | 1 | 2 |