{"title":"对公共道路上3级自动驾驶系统原型的行为适应","authors":"Barbara Metz , Johanna Wörle , Susanne Engel","doi":"10.1016/j.trf.2025.02.004","DOIUrl":null,"url":null,"abstract":"<div><div>Behavioural adaptation refers to changes in user behaviour following the introduction of changes in the road-vehicle-user system. The introduction of automated driving systems (ADS) triggers changes in drivers’ perception, cognition, attitudes, performance, and the driver state as shown in a previous driving simulator study on repeated usage of an ADS (<span><span>Metz et al., 2021</span></span>). The present study aims at overcoming limitations associated with the driving simulator setup and replicates the study design on German public roads using prototype level 3 ADS. Three different versions of a level 3 ADS with different operational design domains (ODD) are compared in a between group design. N = 75 drivers experienced a level 3 ADS during four experimental driving sessions. The drivers were free to activate / deactivate the function as they liked and to spend driving time on self-chosen side tasks. With growing experience, the mental model of the system improves towards more realistic expectations towards system capabilities. At the same time, acceptance and perceived safety increase while stress decreases. Objective indicators of system handling are impacted by the ODD, however there are no changes with repeated usage. The results from the on-road study are compared with the results from the driving simulator and they are discussed with regard to the theory of behavioural adaptation.</div></div>","PeriodicalId":48355,"journal":{"name":"Transportation Research Part F-Traffic Psychology and Behaviour","volume":"109 ","pages":"Pages 1507-1522"},"PeriodicalIF":4.4000,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Behavioural adaptation to prototype level 3 automated driving systems on public roads\",\"authors\":\"Barbara Metz , Johanna Wörle , Susanne Engel\",\"doi\":\"10.1016/j.trf.2025.02.004\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Behavioural adaptation refers to changes in user behaviour following the introduction of changes in the road-vehicle-user system. The introduction of automated driving systems (ADS) triggers changes in drivers’ perception, cognition, attitudes, performance, and the driver state as shown in a previous driving simulator study on repeated usage of an ADS (<span><span>Metz et al., 2021</span></span>). The present study aims at overcoming limitations associated with the driving simulator setup and replicates the study design on German public roads using prototype level 3 ADS. Three different versions of a level 3 ADS with different operational design domains (ODD) are compared in a between group design. N = 75 drivers experienced a level 3 ADS during four experimental driving sessions. The drivers were free to activate / deactivate the function as they liked and to spend driving time on self-chosen side tasks. With growing experience, the mental model of the system improves towards more realistic expectations towards system capabilities. At the same time, acceptance and perceived safety increase while stress decreases. Objective indicators of system handling are impacted by the ODD, however there are no changes with repeated usage. The results from the on-road study are compared with the results from the driving simulator and they are discussed with regard to the theory of behavioural adaptation.</div></div>\",\"PeriodicalId\":48355,\"journal\":{\"name\":\"Transportation Research Part F-Traffic Psychology and Behaviour\",\"volume\":\"109 \",\"pages\":\"Pages 1507-1522\"},\"PeriodicalIF\":4.4000,\"publicationDate\":\"2025-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Transportation Research Part F-Traffic Psychology and Behaviour\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1369847825000518\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PSYCHOLOGY, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Transportation Research Part F-Traffic Psychology and Behaviour","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1369847825000518","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PSYCHOLOGY, APPLIED","Score":null,"Total":0}
引用次数: 0
摘要
行为适应是指随着道路-车辆-用户系统的变化而发生的用户行为变化。自动驾驶系统(ADS)的引入引发了驾驶员感知、认知、态度、表现和驾驶员状态的变化,如之前关于重复使用ADS的驾驶模拟器研究(Metz et al., 2021)所示。本研究旨在克服与驾驶模拟器设置相关的局限性,并使用原型3级ADS在德国公共道路上复制研究设计。在组间设计中比较了具有不同操作设计域(ODD)的3级ADS的三个不同版本。N = 75名驾驶员在四次实验驾驶过程中经历了3级ADS。司机可以根据自己的喜好自由地激活或关闭该功能,并将驾驶时间花在自己选择的次要任务上。随着经验的增长,系统的心智模型会朝着对系统功能更现实的期望而改进。同时,接受度和安全感增加,压力降低。系统处理的客观指标受到ODD的影响,但重复使用不会产生变化。将道路研究的结果与驾驶模拟器的结果进行了比较,并就行为适应理论进行了讨论。
Behavioural adaptation to prototype level 3 automated driving systems on public roads
Behavioural adaptation refers to changes in user behaviour following the introduction of changes in the road-vehicle-user system. The introduction of automated driving systems (ADS) triggers changes in drivers’ perception, cognition, attitudes, performance, and the driver state as shown in a previous driving simulator study on repeated usage of an ADS (Metz et al., 2021). The present study aims at overcoming limitations associated with the driving simulator setup and replicates the study design on German public roads using prototype level 3 ADS. Three different versions of a level 3 ADS with different operational design domains (ODD) are compared in a between group design. N = 75 drivers experienced a level 3 ADS during four experimental driving sessions. The drivers were free to activate / deactivate the function as they liked and to spend driving time on self-chosen side tasks. With growing experience, the mental model of the system improves towards more realistic expectations towards system capabilities. At the same time, acceptance and perceived safety increase while stress decreases. Objective indicators of system handling are impacted by the ODD, however there are no changes with repeated usage. The results from the on-road study are compared with the results from the driving simulator and they are discussed with regard to the theory of behavioural adaptation.
期刊介绍:
Transportation Research Part F: Traffic Psychology and Behaviour focuses on the behavioural and psychological aspects of traffic and transport. The aim of the journal is to enhance theory development, improve the quality of empirical studies and to stimulate the application of research findings in practice. TRF provides a focus and a means of communication for the considerable amount of research activities that are now being carried out in this field. The journal provides a forum for transportation researchers, psychologists, ergonomists, engineers and policy-makers with an interest in traffic and transport psychology.