| Literature DB >> 24435891 |
Jie Yang1, Yihe Hu, Wei Du, Brent Powis, Joan Ozanne-Smith, Yilan Liao, Ning Li, Ming Wu.
Abstract
BACKGROUND: Electric bike (E-bike)-related deaths have been increasing rapidly in China and such injuries may be partly attributable to unsafe riding practice.Entities:
Keywords: Behavior; Cross Sectional Study; Driver; Electric Bike; Risk Factor Research
Mesh:
Year: 2014 PMID: 24435891 PMCID: PMC3902425 DOI: 10.1136/bmjopen-2013-003902
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Observational item categorisation
| Observational items | Categorisation |
|---|---|
| Weather | Sunny, cloudy or rainy |
| Day of week | Weekday or weekend |
| Time of day | Morning or afternoon |
| Average E-bike traffic volume per minute | Basic (≤10 E-bikes), low (11–15 E-bikes), medium (16–20 E-bikes) or high (>20 E-bikes) |
| Presence of a traffic controller (traffic policeman or traffic police assistant directing vehicular and pedestrian traffic) | Yes or no |
| Type of E-bike | Equipped with pedals or otherwise in scooter form |
| E-bike registration status | Registered with registration plate displayed or otherwise unregistered |
| E-bikers' gender | Male or female |
| E-bikers’ occupation | Couriers or not |
| Carrying passengers | Yes or no |
| Carrying oversized cargo (>60×40×20 cm3) | Yes or no |
| Riding in a motor vehicle lane | Yes or no |
| Running red lights | Yes or no |
| Riding in the opposite direction (ie, facing oncoming traffic) | Yes or no |
| Mobile phone use | Yes or no |
| Helmet use | Yes or no |
| Wearing leather gloves | Yes or no |
| Wearing other motorcycle protective clothing | Yes or no |
E-bike, electric bike; E-biker, electric biker.
Distribution of observational items among E-bike study populations
| Sample size | (n) | Wuzhong (urban district) | Zhangjiagang (rural district) | ||
|---|---|---|---|---|---|
| With speed measure | Without speed measure | With speed measure | Without speed measure | ||
| 400 | 10 202 | 400 | 10 445 | ||
| Traffic mix | E-bikes (%) | 44.6 | 46.5 | 28.2 | 34.5 |
| Pedestrians (%) | 7.4 | 9.1 | 3.0 | 10.6 | |
| Bicycles (%) | 3.5 | 3.2 | 9.6 | 4.7 | |
| Cars (%) | 36.2 | 35.1 | 57.1 | 47.6 | |
| Heavy vehicles (%) | 8.3 | 6.2 | 2.2 | 2.7 | |
| E-bike volume per minute (basic as ≤10 E-bikes, low as 11–15 E-bikes, medium as16–20 E-bikes or high as >20 E-bikes) | Basic (%) | 25.0 | 40.9 | 50.0 | 40.2 |
| Low (%) | 12.5 | 17.0 | 37.5 | 59.8 | |
| Medium (%) | 37.5 | 10.4 | 12.5 | 0.0 | |
| High (%) | 25.0 | 31.7 | 0.0 | 0.0 | |
| Weather | Sunny (%) | 75.0 | 82.8 | 100.0 | 69.8 |
| Cloudy (%) | 0.0 | 9.4 | 0.0 | 30.2 | |
| Rainy (%) | 25.0 | 7.8 | 0.0 | 0.0 | |
| Day of week | Weekday (%) | 75.0 | 75.7 | 75.0 | 70.5 |
| Time of day | Morning (%) | 37.5 | 45.7 | 50.0 | 39.5 |
| Traffic controller | Yes (%) | NA | 0.0 | NA | 25.4 |
| Occupation | Courier (%) | 1.8 | 0.8 | 1.3 | 0.5 |
| Gender | Males (%) | 69.0 | 59.8 | 58.5 | 51.7 |
| Registration | Yes (%) | 94.0 | 96.3 | 35.3 | 36.3 |
| Pedals | Yes (%) | 28.0 | 37.1 | 53.3 | 54.3 |
| Carrying passengers | Yes (%) | 24.3 | 21.3 | 11.0 | 20.5 |
| Carrying large cargo | Yes (%) | 11.5 | 6.9 | 15.8 | 10.1 |
| Riding in a motor vehicle lane | Yes (%) | 13.5 | 3.1 | 2.3 | 1.4 |
| Riding opposite direction | Yes (%) | 3.0 | 5.7 | 25.0 | 30.8 |
| Mobile phone use | Yes (%) | 0.8 | 0.7 | 2.0 | 1.1 |
| Helmet use | Yes (%) | 3.3 | 2.1 | 5.0 | 2.2 |
| Gloves | Yes (%) | 0.8 | 0.4 | 1.8 | 0.8 |
| Running red lights | Yes (%) | NA | 16.5 | NA | 6.2 |
E-bike, electric bike.
Adjusted ORs (95% CI) for speeding, road rule violations and helmet use among electric bikers*
| Speeding | Violations | Helmet use | |
|---|---|---|---|
| N=800 | N=20 647 | N=20 647 | |
| Region | |||
| Urban | 1.14 (0.66 to 1.99) | 1.01 (0.95 to 1.07) | 0.98 (0.84 to 1.14) |
| Rural | Reference | ||
| Weather | |||
| Sunny | 0.29 (0.02 to 3.58) | 0.89 (0.40 to 1.98) | 0.58 (0.19 to 1. 80) |
| Cloudy | – | 0.76 (0.31 to 1.88) | 0.55 (0.16 to 1.98) |
| Rainy | Reference | ||
| Weekday | |||
| Yes | 1.73 (0.92 to 3.25) | 0.86 (0.53 to 1.42) | 1.43 (0.72 to 2.81) |
| No | Reference | ||
| Time of day | |||
| Morning | 0.73 (0.47 to 1.15) | 1.07 (0.69 to 1.65) | 1.01 (0.56 to 1.82) |
| Afternoon | Reference | ||
| Volume | |||
| Basic | 0.27 (0.02 to 3.24) | 1.53 (0.77 to 3.02) | 0.86 (0.35 to 2.14) |
| Low | 0.50 (0.04 to 6.11) | 1.29 (0.62 to 2.67) | 0.90 (0.34 to 2.37) |
| Medium | 0.16 (0.01 to 2.06) | 1.13 (0.36 to 3.60) | 0.66 (0.14 to 3.02) |
| High | Reference | ||
| Traffic control | |||
| Yes | – | 0.76 (0.41 to 1.38) | 1.57 (0.70 to 3.51) |
| No | Reference | ||
| Gender | |||
| Male | 0.66 (0.54 to 0.80) | ||
| Female | Reference | ||
| Courier | |||
| Yes | 0.75 (0.20 to 2.82) | ||
| No | Reference | ||
| Registration | |||
| Yes | 0.96 (0.63 to 1.44) | 1.18 (0.92 to 1.52) | |
| No | Reference | ||
| Pedals | |||
| Yes | 0.79 (0.56 to 1.12) | ||
| No | Reference | ||
Significant results are highlighted in italics.
*The adjusting variables were observational items shown in table 1.
Adjusted ORs (95% CI) for individual road rule violations among electric bikers observed in Wuzhong (urban district)*
| Carrying passengers | Running red lights | Carrying large cargo | Riding opposite direction | Riding in a motor vehicle lane | Mobile phone use | |
|---|---|---|---|---|---|---|
| N=2169 | N=1682 | N=700 | N=579 | N=315 | N=72 | |
| Weather | ||||||
| Sunny | 2.51 (0.64 to 9.86) | 0.41 (0.06 to 2.58) | 1.16 (0.62 to 2.18) | 1.54 (0.49 to 4.84) | 1.03 (0.07 to 15.00) | 0.80 (0.16 to 4.05) |
| Cloudy | 2.01 (0.32 to 12.74) | 0.78 (0.07 to 9.51) | 1.28 (0.56 to 2.93) | 1.43 (0.31 to 6.62) | 7.72 (0.21 to 288.20) | 3.17 (0.34 to 29.69) |
| Rainy | Reference | |||||
| Weekday | ||||||
| Yes | 0.55 (0.16 to 1.92) | 1.21 (0.22 to 6.62) | 1.15 (0.64 to 2.06) | 0.83 (0.29 to 2.36) | 0.45 (0.04 to 5.31) | 0.98 (0.14 to 6.69) |
| No | Reference | |||||
| Time of day | ||||||
| Morning | 0.71 (0.22 to 2.33) | 2.35 (0.47 to 11.70) | 1.22 (0.70 to 2.10) | 0.90 (0.34 to 2.42) | 0.86 (0.08 to 8.97) | 1.60 (0.32 to 8.00) |
| Afternoon | Reference | |||||
| Volume | ||||||
| Basic | 0.53 (0.15 to 1.92) | 9.21 (1.63 to 51.92) | 0.90 (0.31 to 2.59) | 5.15 (1.13 to 23.42) | ||
| Low | 0.65 (0.11 to 4.01) | 4.95 (0.43 to 57.61) | 0.86 (0.19 to 3.98) | 3.86 (0.11 to 133.67) | 3.51 (0.32 to 37.89) | |
| Medium | 0.43 (0.07 to 2.76) | 8.41 (0.68 to 104.11) | 0.83 (0.18 to 3.89) | 7.59 (0.20 to 296.13) | 4.67 (0.43 to 50.91) | |
| High | Reference | |||||
| Gender | ||||||
| Male | 1.09 (0.91 to 1.31) | |||||
| Female | Reference | |||||
| Courier | ||||||
| Yes | 0.82 (0.44 to 1.55) | 1.14 (0.34 to 3.76) | ||||
| No | Reference | |||||
| Registrations | ||||||
| Yes | 1.17 (0.89 to 1.54) | 0.99 (0.75 to 1.32) | 1.07 (0.68 to 1.66) | 0.74 (0.45 to 1.23) | 3.16 (0.43 to 22.94) | |
| No | Reference | |||||
| Pedals | ||||||
| Yes | 0.89 (0.79 to 1.01) | 0.99 (0.83 to 1.20) | 0.82 (0.47 to 1.42) | |||
| No | Reference | |||||
*ORs were adjusted for observational items in table 1 (significant results are highlighted in italics).
Adjusted ORs (95% CI) for individual road rule violations among electric bikers observed in Zhangjiagang (rural district)*
| Riding opposite direction | Carrying passengers | Carrying large cargo | Running red lights | Riding in a motor vehicle lane | Mobile phone use | |
|---|---|---|---|---|---|---|
| N=3220 | N=2139 | N=1058 | N=648 | N=141 | N=116 | |
| Weather | ||||||
| Sunny | 0.75 (0.54 to 1.05) | 0.93 (0.57 to 1.53) | 0.92 (0.54 to 1.55) | 0.14 (0.01 to 2.19) | 0.64 (0.09 to 4.39) | 1.35 (0.05 to 37.20) |
| Cloudy | Reference | |||||
| Weekday | ||||||
| Yes | 0.78 (0.56 to 1.08) | 1.86 (0.12 to 28.19) | 1.91 (0.32 to 11.50) | 1.16 (0.04 to 36.12) | ||
| No | Reference | |||||
| Time of day | ||||||
| Morning | 1.15 (0.90 to 1.48) | 0.86 (0.59 to 1.25) | 0.87 (0.59 to 1.30) | 4.83 (0.58 to 40.31) | 0.86 (0.19 to 3.99) | 0.80 (0.06 to 10.56) |
| Afternoon | Reference | |||||
| Volume | ||||||
| Basic | 1.15 (0.88 to 1.51) | 1.04 (0.69 to 1.56) | 0.97 (0.63 to 1.49) | 0.11 (0.01 to 1.11) | 0.35 (0.08 to 1.62) | 2.55 (0.14 to 47.09) |
| Low | Reference | |||||
| Traffic control | ||||||
| Yes | 1.33 (0.84 to 2.12) | 1.26 (0.06 to 25.40) | ||||
| No | Reference | |||||
| Gender | ||||||
| Male | 1.14 (0.99 to 1.30) | 1.13 (0.80 to 1.60) | 1.75 (0.14 to 22.54) | |||
| Female | Reference | |||||
| Courier | ||||||
| Yes | 0.71 (0.36 to 1.41) | Not estimable | 1.07 (0.37 to 3.12) | 2.67 (0.62 to 11.53) | Not estimable | |
| No | Reference | |||||
| Registrations | ||||||
| Yes | 1.03 (0.86 to 1.22) | 0.98 (0.08 to 11.86) | ||||
| No | Reference | |||||
| Pedals | ||||||
| Yes | 0.92 (0.84 to 1.00) | 0.91 (0.77 to 1.08) | 0.95 (0.67 to 1.34) | 0.99 (0.09 to 11.53) | ||
| No | Reference | |||||
*ORs were adjusted for observational items in table 1 (significant results are highlighted in italics).