交通信息与安全2025，Vol.43Issue(2)：119-126,8.DOI:10.3963/j.jssn.1674-4861.2025.02.013
自动驾驶功能使用意愿的影响因素分析
An Analysis of Factors Influencing the Willingness to Use Automated Driving Function
摘要
Abstract
With the accelerated launch of automated driving function(ADF)vehicles on the market,the actual us-age rate of its users has shown a low trend.In order to promote the acceptance and application of ADF technology by drivers,it is crucial to analyze the key factors affecting their willingness to use it.Previous studies have exam-ined drivers'willingness to use automation functions in vehicle.However,due to technological limitations at the time,surveyed individuals generally lacked adequate practical experience.In view of this,this study conducts an ex-tensive questionnaire survey for fully experienced user groups.This paper explores the key factors affecting the will-ingness to use from three types of user information:demographics,behavior patterns and feeling evaluation.Based on the literature and established scale,the study devises a questionnaire concerning the willingness to use of Auto-mated Driving Function(ADF).It collects 223 valid questionnaires via online and offline methods.The prediction model of ADF willingness to use is constructed through correlation analysis and hierarchical regression analysis,and the influence of three types of user factors on users'willingness to use is explored.The results show that:①in the current environment,the constructed predictive model for willingness to use ADF can explain 68.9%of the vari-ance.②Perceived safety stands out as the predominant forecasting predictor,accounting for 36.2%of the variance in willingness to use.③New technology orientation,perceived usefulness,trust,understanding and age also have a significant impact on the willingness to use,among which new technology orientation is the biggest factor affecting the willingness to use in behavioral pattern information.④Although the user's behavior pattern has a significant im-pact on the willingness to use autonomous driving function,it can still improve the willingness to use through a be-nign driving experience.关键词
交通工程/使用意愿/层次回归模型/自动驾驶功能/行为预测Key words
traffic engineering/willingness to use/hierarchical regression model/autonomous driving function/be-havior prediction分类
交通工程引用本文复制引用
孙守众,秦华,陈琪萱,冉令华..自动驾驶功能使用意愿的影响因素分析[J].交通信息与安全,2025,43(2):119-126,8.基金项目
国家重点研发计划项目(2023YFF0615902)、北京市社会科学基金项目(19GLB029)资助 （2023YFF0615902）
