ICF Incorporated LLC, Fairfax, Virginia, United States of America.
Department of Civil and Environmental Engineering, Mississippi State University, Starkville, Mississippi, United States of America.
PLoS One. 2020 Dec 11;15(12):e0243567. doi: 10.1371/journal.pone.0243567. eCollection 2020.
This study explores speed choice behavior of travelers under realistic and fabricated Dynamic Message Signs (DMS) content. Using web-based survey information of 4,302 participants collected by Amazon Mechanical Turk in the United States, we develop a set of multivariate latent-based ordered probit models participants. Results show female, African-Americans, drivers with a disability, elderly, and drivers who trust DMS are likely to comply with the fabricated messages. Drivers who comply with traffic regulations, have a good driving record, and live in rural areas, as well as female drivers are likely to slow down under fabricated messages. We highlight that calling or texting, taking picture, and tuning the radio are distracting activities leading drivers to slow down or stop under fictitious scenarios.
本研究探讨了旅行者在真实和虚构的动态信息标志 (DMS) 内容下的速度选择行为。通过在美国的亚马逊 Mechanical Turk 网站上收集的 4302 名参与者的基于网络的调查信息,我们为参与者开发了一套基于多元潜在的有序概率模型。结果表明,女性、非裔美国人、残疾司机、老年人和信任 DMS 的司机更有可能遵守虚构的信息。遵守交通规则、驾驶记录良好、居住在农村地区的司机以及女性司机更有可能在收到虚构信息后减速。我们强调,打电话或发短信、拍照和调收音机都是分散注意力的活动,会导致司机在虚构场景中减速或停车。