• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

电动滑板车损伤及其严重程度的探究:芬兰赫尔辛基限制政策的影响

An exploration of e-scooter injuries and severity: Impact of restriction policies in Helsinki, Finland.

作者信息

Dibaj Samira, Vosough Shaghayegh, Kazemzadeh Khashayar, O'Hern Steve, Mladenović Miloš N

机构信息

Department of Built Environment, School of Engineering, Aalto University, Espoo, Finland; Institute for Transport Studies, University of Leeds, Leeds, UK.

Department of Built Environment, School of Engineering, Aalto University, Espoo, Finland.

出版信息

J Safety Res. 2024 Dec;91:271-282. doi: 10.1016/j.jsr.2024.09.006. Epub 2024 Sep 25.

DOI:10.1016/j.jsr.2024.09.006
PMID:39998529
Abstract

INTRODUCTION

The emergence of shared electric scooter (e-scooter) services has introduced a new mobility option in numerous urban areas worldwide. Safety concerns surrounding e-scooter riding have prompted some cities to impose bans or restrictions on shared e-scooters. This study aims to assess the impact of e-scooter restriction policies, on the spatiotemporal distribution of e-scooter injuries and factors influencing injury severity in Helsinki, Finland, in 2021 and 2022. These restrictions include banning shared e-scooter use from midnight to 5 a.m. on weekends and reducing speeds during certain hours.

METHOD

This study employed an ordered logit model, heatmap analysis of crash locations, and temporal analysis across different time frames to achieve these objectives.

RESULTS

The findings indicate a 64% reduction in the number of e-scooter injuries after the restrictions. However, the severity of injuries experienced only a slight decrease. Notably, the trend of injury severity appeared smoother in 2022 compared to 2021, with spikes occurring from Friday to Sunday. The spatial distribution of crashes revealed that, in 2021, most crashes were concentrated in the city center, while in 2022, the crash locations were more scattered, partly due to the increased area serviced by e-scooters. The results also underscored the substantial impact of alcohol intoxication, as it significantly increased the probability of more severe injuries. Furthermore, higher age groups and people using e-scooters from 4 p.m. to 9 p.m. are more likely to experience higher injury severity after the restrictions were implemented. These research outcomes offer valuable insights for other cities, providing lessons on how to tailor policies to effectively reduce the number of e-scooter-related injuries.

摘要

引言

共享电动滑板车服务的出现为全球众多城市地区带来了一种新的出行选择。围绕电动滑板车骑行的安全问题促使一些城市对共享电动滑板车实施禁令或限制。本研究旨在评估2021年和2022年芬兰赫尔辛基电动滑板车限制政策对电动滑板车受伤的时空分布以及影响受伤严重程度的因素的影响。这些限制包括在周末午夜至凌晨5点禁止使用共享电动滑板车以及在特定时段降低速度。

方法

本研究采用有序逻辑模型、碰撞地点的热图分析以及不同时间框架的时间分析来实现这些目标。

结果

研究结果表明,限制措施实施后,电动滑板车受伤人数减少了64%。然而,受伤严重程度仅略有下降。值得注意的是,与2021年相比,2022年受伤严重程度的趋势显得更为平稳,周五至周日出现峰值。碰撞的空间分布显示,2021年,大多数碰撞集中在市中心,而2022年,碰撞地点更为分散,部分原因是电动滑板车服务的区域增加。结果还强调了酒精中毒的重大影响,因为它显著增加了更严重受伤的可能性。此外,年龄较大的群体以及在下午4点至晚上9点使用电动滑板车的人在限制措施实施后更有可能经历更高的受伤严重程度。这些研究结果为其他城市提供了有价值的见解,为如何制定政策以有效减少与电动滑板车相关的受伤数量提供了经验教训。

相似文献

1
An exploration of e-scooter injuries and severity: Impact of restriction policies in Helsinki, Finland.电动滑板车损伤及其严重程度的探究:芬兰赫尔辛基限制政策的影响
J Safety Res. 2024 Dec;91:271-282. doi: 10.1016/j.jsr.2024.09.006. Epub 2024 Sep 25.
2
E-scooter safety under scrutiny: Examining crash patterns and injuries in the UK.电动滑板车安全受审查:审视英国的撞车模式与损伤情况
J Safety Res. 2025 Feb;92:292-305. doi: 10.1016/j.jsr.2024.11.026. Epub 2024 Dec 13.
3
Incidence and severity of electric scooter related injuries after introduction of an urban rental programme in Vienna: a retrospective multicentre study.电动滑板车租赁项目在维也纳推行后的相关伤害发生率和严重程度:一项回顾性多中心研究。
Arch Orthop Trauma Surg. 2021 Jul;141(7):1207-1213. doi: 10.1007/s00402-020-03589-y. Epub 2020 Aug 27.
4
Electric Scooter-related Injuries Are Becoming More Frequent and Costly in Denver, CO.在科罗拉多州丹佛市,与电动滑板车相关的伤害正变得越来越频繁,且成本越来越高。
Clin Orthop Relat Res. 2025 Feb 1;483(2):318-326. doi: 10.1097/CORR.0000000000003212. Epub 2024 Aug 13.
5
Changes in e-scooter related maxillofacial injuries following legislative measures in Helsinki, Finland.芬兰赫尔辛基采取立法措施后电动滑板车相关颌面损伤的变化
Sci Rep. 2025 Mar 21;15(1):9720. doi: 10.1038/s41598-025-94602-0.
6
Comparison of motor vehicle-involved e-scooter and bicycle crashes using standardized crash typology.使用标准化碰撞类型学比较涉及电动滑板车和自行车的机动车碰撞事故。
J Safety Res. 2021 Jun;77:217-228. doi: 10.1016/j.jsr.2021.03.005. Epub 2021 Mar 26.
7
Speed and Nighttime Usage Restrictions and the Incidence of Shared Electric Scooter Injuries.速度和夜间使用限制与共享电动滑板车伤害发生率的关系。
JAMA Netw Open. 2023 Nov 1;6(11):e2341194. doi: 10.1001/jamanetworkopen.2023.41194.
8
Injury severity analysis of single-vehicle and two-vehicle crashes with electric scooters: A random parameters approach with heterogeneity in means and variances.电动滑板车单车事故和两车事故的损伤严重程度分析:一种具有均值和方差异质性的随机参数方法。
Accid Anal Prev. 2024 Feb;195:107408. doi: 10.1016/j.aap.2023.107408. Epub 2023 Dec 2.
9
Characteristics and costs of electric scooter injuries in Helsinki: a retrospective cohort study.赫尔辛基电动滑板车事故的特征和成本:一项回顾性队列研究。
Scand J Trauma Resusc Emerg Med. 2022 Nov 8;30(1):57. doi: 10.1186/s13049-022-01042-0.
10
Understanding e-scooter rider crash severity using a built environment typology: A two-stage clustering and random parameter model analysis.使用建成环境类型学理解电动滑板车骑手碰撞严重程度:两阶段聚类和随机参数模型分析
Accid Anal Prev. 2025 Jun;215:108018. doi: 10.1016/j.aap.2025.108018. Epub 2025 Mar 28.

引用本文的文献

1
E-scooter-related maxillofacial injuries: outcome of recent legislation change.电动滑板车相关的颌面损伤:近期立法变化的结果
Ir J Med Sci. 2025 Aug 9. doi: 10.1007/s11845-025-04025-z.