公众对L4级AI自动驾驶出租车（Robotaxi）的认知与信任度

Research Objective / 研究目标： To evaluate public perception of safety, reliability, and technology acceptance regarding L4 remote-supervised autonomous electric vehicles (Robotaxis), specifically focusing on AI monitoring and route prediction technologies in demonstration zones like Wuhan and Shenzhen. 评估公众对 L4 级远程 监控自动驾驶电动汽车（Robotaxi）在安全性、可靠性和技术接受度方面的看法，特 别关注武汉和深圳等示范区内的AI监控和路线预测技术。
Part 1: Screening & Demographics / 第一部分：筛选与人口统计信息
1. Are you currently a student at NUAA (Nanjing University of Aeronautics and Astronautics)? / 您目前是南京航空航天大学（NUAA）的学生吗？
2. Which age group do you belong to? / 您属于哪个年龄段？
3. How familiar are you with L4 autonomous driving vehicles (e.g., driverless Robotaxis operating in Wuhan or Shenzhen)? / 您对 L4 级自动驾驶车辆（例如在武 汉或深圳运营的无人驾驶Robotaxi）有多熟悉？
Part 2: Attitudes Towards AI and Autonomous Driving / 第二部分：对 AI 和自动驾驶的态度
4. I feel safe riding as a passenger in a fully autonomous electric vehicle without a human driver inside. / 乘坐车内没有人类驾驶员的完全自动驾驶电动汽车，我感到安全。
5. I trust the vehicle's AI algorithms to accurately predict the safest driving routes using real-time and historical GPS data. / 我信任车辆的 AI 算法能够利用实时和历史 GPS 数据准确预测最安全的行驶路线。
6. I am comfortable with an AI-powered camera monitoring my behavior inside the cabin to ensure passenger safety. / 我接受 AI 摄像头在车厢内监控我的行为，以确保乘客安全。
7. I believe an AI system that fuses data from multiple sensors (cameras, radar, GPS) reacts to road hazards better than a human driver. / 我相信融合多传感器（摄 像头、雷达、GPS）数据的AI系统在应对道路危险时，比人类驾驶员反应更好。
8. Knowing that a remote human operator is supervising the Robotaxi and can intervene in emergencies increases my trust in the service. / 知道有远程人类操作员 在监控Robotaxi并能在紧急情况下进行干预，这增加了我对该服务的信任。
9. I believe AI-powered electric vehicles will become the primary mode of public transportation in major cities within the next decade. / 我相信 AI 驱动的电动汽车将 在未来十年内成为主要城市公共交通的主要方式。
Part 3: Concerns and Preferences / 第三部分：担忧与偏好（单选题）
10. What is your primary concern regarding the use of L4 Robotaxis? (Select one) / 您使用L4级Robotaxi时的首要担忧是什么？（单选）
11. Which factor would most encourage you to use a driverless Robotaxi regularly? (Select one) / 哪个因素最能鼓励您经常使用无人驾驶Robotaxi？（单选）
Part 4: Open-Ended Questions / 第四部分：开放式问题
12. Based on your understanding or experience, what specific features would make you feel more secure when riding in a driverless Robotaxi? / 根据您的了解或经验， 哪些具体功能会让您在乘坐无人驾驶Robotaxi时感到更安全？
13. How do you view the future of intelligent connected vehicle demonstration zones (such as those currently expanding in Wuhan and Shenzhen)? / 您如何看待 智能网联汽车示范区（如目前正在武汉和深圳扩展的示范区）的未来发展？
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