在试点城市和非试点城市接受无人驾驶班车

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2022-01-01 DOI:10.1016/j.jpubtr.2022.100018
Zhiqiu Jiang, Max Zheng, Andrew Mondschein
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引用次数: 1

摘要

最近,美国一些城市启动了无人驾驶班车试点项目,在他们的道路上测试无人驾驶班车。我们利用2020年4月从8个美国城市、4个试点无人驾驶班车项目和4个非试点对照城市的受访者中收集的数据,调查了与居民对无人驾驶班车态度相关的因素。我们使用验证性因子分析来构建代表受访者态度的四个潜在变量:安全信心,软件安全问题,技术熟悉度和兴趣,以及对人类控制的偏好。然后,我们使用基于结构方程模型的多组分析来估计采用水平。我们发现,与非试点城市相比,试点城市的个人不仅对无人驾驶班车项目表现出更大的接受度,而且接受度的决定因素也有所不同。值得注意的是,在试点城市和非试点城市之间,当地交通通道对无人驾驶班车接受度的影响存在差异。这些发现为无人驾驶班车如何被更广泛的人群接受以及哪些因素可能影响无人驾驶班车作为长期公共交通工具的有效性提供了早期的见解。
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Acceptance of driverless shuttles in pilot and non-pilot cities

Recently some US cities have launched pilot driverless shuttle programs, testing driverless shuttles on their roads. Using data collected in April 2020 from respondents in eight US cities, four with pilot driverless shuttle programs and four non-pilot control cities, we investigate the factors associated with residents’ attitudes towards driverless shuttles. We use confirmatory factor analysis to construct four latent variables representing respondent attitudes: safety confidence, software security concerns, technology familiarity and interest, and preference for human control. Then, we estimate levels of adoption using a structural equation model-based multigroup analysis. We find that individuals in pilot cities not only demonstrate greater acceptance of driverless shuttle programs but also have different determinants of acceptance compared with those in non-pilot cities. Notably, the effects of local transit access on driverless shuttle acceptance vary between pilot and non-pilot cities. These findings provide early insight into how driverless shuttles may be accepted by the broader population and what factors may influence the effectiveness of driverless shuttles as public transportation over the long term.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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