情绪的红绿灯:实时调节驾驶中的愤怒情绪
Emotional Traffic Light: Real-Time Regulation of Driving Anger
DOI: 10.12677/ap.2024.1412851, PDF,    科研立项经费支持
作者: 江靖恺, 刘宏艳*:浙江理工大学心理学系,浙江 杭州;胡治国:杭州师范大学附属医院认知与脑疾病研究中心,浙江 杭州
关键词: 驾驶情绪愤怒调节人机交互共情Driving Emotions Anger Regulation Human-Computer Interaction Empathy
摘要: 驾驶者的不良情绪是导致交通事故的重要诱因,“路怒”是驾驶中不良情绪的极端表现,预防“路怒”的发生对保障交通安全有重要意义。本文回顾了驾驶过程中“路怒情绪”的实时调节方法,这包括驾驶环境的调控、利用语音助手对驾驶者进行的情感支持和利用生物反馈技术进行的驾驶情绪调节。目前调节技术已有长足发展,但仍存在一些局限和挑战,未来的研究需要从有效融合多模态技术、研发路怒的个性化干预手段、注重车内因素对路怒的诱发三个方面进行深化。
Abstract: The negative emotions of drivers constitute a significant contributing factor to traffic accidents, and road rage represents the extreme manifestation of such negative emotions during driving. Preventing the occurrence of road rage holds crucial significance for ensuring traffic safety. This article reviews the real-time regulation approaches of driving anger in the driving process, encompassing the regulation of the driving environment, the provision of emotional support to drivers through voice assistants, and the modulation of driving emotions by means of biofeedback technology. Currently, although the regulation techniques have witnessed substantial development, certain limitations and challenges persist. Future research needs to be further intensified in three aspects: the effective integration of multi-modal technologies, the development of personalized intervention measures for road rage, and the focus on the factors within the vehicle that trigger road rage.
文章引用:江靖恺, 胡治国, 刘宏艳 (2024). 情绪的红绿灯:实时调节驾驶中的愤怒情绪. 心理学进展, 14(12), 28-35. https://doi.org/10.12677/ap.2024.1412851

参考文献

[1] 丁同强, 张克鑫, 李洪君, 刘宇佳, 修桂红, 王立强, 牟凯, 李兴佳, 殷慧娟, 刘诗楠, 邰文龙, 杨雨菁, 陈文浩, 席建锋, 郑黎黎(2024). 基于行驶状态的驾驶愤怒指数检测与车辆控制方法及系统. 国家知识产权局, Patent No. CN117584985B.
[2] 李正盛, 邢文, 何灿群, 邓亮(2021). 氛围灯色彩对驾驶情绪安抚作用的设计研究. 人类工效学, 27(2), 14-20.
[3] 唐帮备, 朱明鑫, 邓凌云, 胡志安, 陈柄言(2023). 基于嗅觉刺激的驾驶员负向情绪正向调控方法研究. 汽车工程学报, 13(6), 832-843.
[4] 王晴艺(2022). 四种芳香植物挥发物成分分析及其对人体身心健康的影响研究. 硕士学位论文, 杭州: 浙江农林大学.
[5] 魏婷(2024). 多模态交互情境下的智能车载产品用户体验设计方法研究. 博士学位论文, 西安: 陕西科技大学.
[6] 臧珂欣, 席建锋, 周尚, 付如依, 王潇菁, 郑黎黎(2024). 面向公交车司乘冲突的人员预警和行车控制方法及系统. 国家知识产权局, Patent No. CN117445805B.
[7] AAA Foundation for Traffic Safety (2009). Aggressive Driving: Research Update. AAA Foundation for Traffic Safety.
[8] Agrawal, S., Benedyk, I., & Peeta, S. (2022). Development of In-Vehicle Information Dissemination Mechanisms to Reduce Cognitive Burden in the Information-Rich Driving Environment. Center for Connected and Automated Transportation Paper 4.
[9] Billot, P., Andrieu, P., Biondi, A., Vieillard, S., Moulin, T., & Millot, J. (2017). Cerebral Bases of Emotion Regulation toward Odours: A First Approach. Behavioural Brain Research, 317, 37-45.[CrossRef] [PubMed]
[10] Braun, M., Mainz, A., Chadowitz, R., Pfleging, B., & Alt, F. (2019a). At Your Service: Designing Voice Assistant Personalities to Improve Automotive User Interfaces. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (pp. 1-11). ACM.[CrossRef
[11] Braun, M., Schubert, J., Pfleging, B., & Alt, F. (2019b). Improving Driver Emotions with Affective Strategies. Multimodal Technologies and Interaction, 3, Article 21.[CrossRef
[12] Braun, M., Weber, F., & Alt, F. (2021). Affective Automotive User Interfaces-Reviewing the State of Driver Affect Research and Emotion Regulation in the Car. ACM Computing Surveys, 54, 1-26.[CrossRef
[13] Chamorro‐Premuzic, T., & Furnham, A. (2007). Personality and Music: Can Traits Explain How People Use Music in Everyday Life? British Journal of Psychology, 98, 175-185.[CrossRef] [PubMed]
[14] David, A., Smet, K. A. G., & Whitehead, L. (2019). Methods for Assessing Quantity and Quality of Illumination. Annual Review of Vision Science, 5, 479-502.[CrossRef] [PubMed]
[15] Deffenbacher, J. L. (2016). A Review of Interventions for the Reduction of Driving Anger. Transportation Research Part F: Traffic Psychology and Behaviour, 42, 411-421.[CrossRef
[16] Deffenbacher, J. L., Kemper, C. C., & Richards, T. L. (2007). The Driving Anger Expression Inventory: A Validity Study with Community College Student Drivers. Journal of Psychopathology and Behavioral Assessment, 29, 220-230.[CrossRef
[17] FakhrHosseini, S. M., & Jeon, M. (2019). How Do Angry Drivers Respond to Emotional Music? A Comprehensive Perspective on Assessing Emotion. Journal on Multimodal User Interfaces, 13, 137-150.[CrossRef
[18] Gandhi, A., Adhvaryu, K., Poria, S., Cambria, E., & Hussain, A. (2023). Multimodal Sentiment Analysis: A Systematic Review of History, Datasets, Multimodal Fusion Methods, Applications, Challenges and Future Directions. Information Fusion, 91, 424-444.[CrossRef
[19] Ge, Y., Zhang, Q., Zhao, W., Zhang, K., & Qu, W. (2017). Effects of Trait Anger, Driving Anger, and Driving Experience on Dangerous Driving Behavior: A Moderated Mediation Analysis. Aggressive Behavior, 43, 544-552.[CrossRef] [PubMed]
[20] Hu, J., Huang, Y., Hu, X., & Xu, Y. (2023). The Acoustically Emotion-Aware Conversational Agent with Speech Emotion Recognition and Empathetic Responses. IEEE Transactions on Affective Computing, 14, 17-30.[CrossRef
[21] Hu, T., Xie, X., Han, X., & Ma, X. (2012). How Do Passengers Influence Drivers’ Propensities for Angry Driving? Different Effects of Supervisors versus Friends. Accident Analysis & Prevention, 49, 429-438.[CrossRef] [PubMed]
[22] Innocenti, L., Nicolò, A., Massaroni, C., Minganti, C., Schena, E., & Sacchetti, M. (2022). How to Investigate the Effect of Music on Breathing during Exercise: Methodology and Tools. Sensors, 22, Article 2351.[CrossRef] [PubMed]
[23] Katiyar, D. N., Shukla, D. A., & Chawla, D. N. (2024). AI in Autonomous Vehicles: Opportunities, Challenges, and Regulatory Implications. Educational Administration Theory and Practices, 30, 6255-6264.[CrossRef
[24] Kenrick, D. T., & MacFarlane, S. W. (1986). Ambient Temperature and Horn Honking: A Field Study of the Heat/Aggression Relationship. Environment and Behavior, 18, 179-191.[CrossRef
[25] Kim, H., Kim, S., Kim, H., Ji, Y., & Im, C. (2022). Modulation of Driver’s Emotional States by Manipulating In-Vehicle Environment: Validation with Biosignals Recorded in an Actual Car Environment. IEEE Transactions on Affective Computing, 13, 1783-1792.[CrossRef
[26] Kim, T., Kim, Y., Jeon, H., Choi, C., & Suk, H. (2021). Emotional Response to In-Car Dynamic Lighting. International Journal of Automotive Technology, 22, 1035-1043.[CrossRef
[27] Lahat, D., Adali, T., & Jutten, C. (2015). Multimodal Data Fusion: An Overview of Methods, Challenges, and Prospects. Proceedings of the IEEE, 103, 1449-1477.[CrossRef
[28] Larsen, R. J. (2000). Toward a Science of Mood Regulation. Psychological Inquiry, 11, 129-141.[CrossRef
[29] Li, S., Zhang, T., Zhang, W., Liu, N., & Lyu, G. (2020). Effects of Speech-Based Intervention with Positive Comments on Reduction of Driver’s Anger State and Perceived Workload, and Improvement of Driving Performance. Applied Ergonomics, 86, Article ID: 103098.[CrossRef] [PubMed]
[30] Li, T., Wang, L., Liu, J., Yuan, J., & Liu, P. (2022a). Sharing the Roads: Robot Drivers (vs. Human Drivers) Might Provoke Greater Driving Anger When They Perform Identical Annoying Driving Behaviors. International Journal of Human—Computer Interaction, 38, 309-323.[CrossRef
[31] Li, W., Zhang, B., Wang, P., Sun, C., Zeng, G., Tang, Q. et al. (2022b). Visual-Attribute-Based Emotion Regulation of Angry Driving Behaviors. IEEE Intelligent Transportation Systems Magazine, 14, 10-28.[CrossRef
[32] Meschtscherjakov, A., Tscheligi, M., Fröhlich, P., McCall, R., Riener, A., & Palanque, P. (2017). Mobile Interaction with and in Autonomous Vehicles. In Proceedings of the 19th International Conference on Human-Computer Interaction with Mobile Devices and Services (pp. 1-6). ACM.[CrossRef
[33] Nakagawa, Y., & Park, K. (2014). Psychological Effect of Passenger Presence on Drivers and Its Dimensions: Scale Development and Validation. Transportation Research Part F: Traffic Psychology and Behaviour, 25, 86-97.[CrossRef
[34] Navarro, J., Gaujoux, V., Claude Ouimet, M., Ferreri, L., & Reynaud, E. (2023). How Does Background Music Affect Drivers’ Behaviours, Emotions and Mood behind the Wheel? Transportation Research Part F: Traffic Psychology and Behaviour, 98, 47-60.[CrossRef
[35] Nicol, J. R., Perrotta, S., Caliciuri, S., & Wachowiak, M. P. (2013). Emotion-Specific Modulation of Early Visual Perception. Cognition & Emotion, 27, 1478-1485.[CrossRef] [PubMed]
[36] Ota, K., Fujiwara, K., & Hiraoka, T. (2024). Frustration Control during Driving Using Auditory False Heart Rate Feedback. Transportation Research Part F: Traffic Psychology and Behaviour, 101, 375-386.[CrossRef
[37] Ouyang, D., Li, G., Li, Q., Sui, X., Qu, X., & Guo, G. (2023). Effect of Music Intervention Strategies on Mitigating Drivers’ Negative Emotion in Post-Congestion Driving. In 2023 IEEE Intelligent Vehicles Symposium (IV) (pp. 1-6). IEEE.[CrossRef
[38] Reza Namazi, H. (2017). Fractal-Based Analysis of the Influence of Music on Human Respiration. Fractals, 25, Article ID: 1750059.[CrossRef
[39] Schaefer, H. (2017). Music-Evoked Emotions—Current Studies. Frontiers in Neuroscience, 11, Article 600.[CrossRef] [PubMed]
[40] Schmidt, E., & Bullinger, A. C. (2019). Mitigating Passive Fatigue during Monotonous Drives with Thermal Stimuli: Insights into the Effect of Different Stimulation Durations. Accident Analysis & Prevention, 126, 115-121.[CrossRef] [PubMed]
[41] Schmidt, E., Decke, R., Rasshofer, R., & Bullinger, A. C. (2017). Psychophysiological Responses to Short-Term Cooling during a Simulated Monotonous Driving Task. Applied Ergonomics, 62, 9-18.[CrossRef] [PubMed]
[42] Shang, Z., Wang, Y., & Bi, T. (2021). How Does Fearful Emotion Affect Visual Attention? Frontiers in Psychology, 11, Article 584412.[CrossRef] [PubMed]
[43] Shao, R., Man, I. S. C., & Lee, T. M. C. (2024). The Effect of Slow-Paced Breathing on Cardiovascular and Emotion Functions: A Meta-Analysis and Systematic Review. Mindfulness, 15, 1-18.[CrossRef
[44] Sharma, A., Lin, I. W., Miner, A. S., Atkins, D. C., & Althoff, T. (2023). Human-AI Collaboration Enables More Empathic Conversations in Text-Based Peer-To-Peer Mental Health Support. Nature Machine Intelligence, 5, 46-57.[CrossRef
[45] Shinar, D. (1998). Aggressive Driving: The Contribution of the Drivers and the Situation. Transportation Research Part F: Traffic Psychology and Behaviour, 1, 137-160.[CrossRef
[46] Smart, R. G., & Mann, R. E. (2002). Is Road Rage a Serious Traffic Problem? Traffic Injury Prevention, 3, 183-189.[CrossRef
[47] Sorella, S., Vellani, V., Siugzdaite, R., Feraco, P., & Grecucci, A. (2022). Structural and Functional Brain Networks of Individual Differences in Trait Anger and Anger Control: An Unsupervised Machine Learning Study. European Journal of Neuroscience, 55, 510-527.[CrossRef] [PubMed]
[48] Spiridon, E., & Fairclough, S. H. (2017). The Effects of Ambient Blue Light on Anger Levels: Applications in the Design of Un-Manned Aircraft GCS. Systems Engineering, 5, 53-69.
[49] Sweller, J. (1988). Cognitive Load during Problem Solving: Effects on Learning. Cognitive Science, 12, 257-285.[CrossRef
[50] Valdez, P., & Mehrabian, A. (1994). Effects of Color on Emotions. Journal of Experimental Psychology: General, 123, 394-409.[CrossRef] [PubMed]
[51] Wang, J., Lu, J., Xu, Z., & Wang, X. (2022a). When Lights Can Breathe: Investigating the Influences of Breathing Lights on Users’ Emotion. International Journal of Environmental Research and Public Health, 19, Article 13205.[CrossRef] [PubMed]
[52] Wang, Y., Song, W., Tao, W., Liotta, A., Yang, D., Li, X. et al. (2022b). A Systematic Review on Affective Computing: Emotion Models, Databases, and Recent Advances. Information Fusion, 83, 19-52.[CrossRef
[53] Wang, Y., Zheng, J., Zhang, W., Chen, X., & Wu, M. (2024). Inducing Driving Anger with Multi-Stage Road Events in Simulator Environment. Transportation Research Part F: Traffic Psychology and Behaviour, 101, 403-422.[CrossRef
[54] Wells-Parker, E., Ceminsky, J., Hallberg, V., Snow, R. W., Dunaway, G., Guiling, S. et al. (2002). An Exploratory Study of the Relationship between Road Rage and Crash Experience in a Representative Sample of US Drivers. Accident Analysis & Prevention, 34, 271-278.[CrossRef] [PubMed]
[55] Wu, L., Xue, J., Li, W., Wang, K., Zhang, X., & Guo, G. (2022). Toward Decreasing the Driving Risk: Speech-Based Driver’s Anger Regulation in Smart Cockpit. IEEE Journal of Radio Frequency Identification, 6, 764-768.[CrossRef
[56] Xie, X., Cai, J., Fang, H., Tang, X., & Yamanaka, T. (2022). Effects of Colored Lights on an Individual’s Affective Impressions in the Observation Process. Frontiers in Psychology, 13, Article 938636.[CrossRef] [PubMed]
[57] Xiong, Z., Weng, X., & Wei, Y. (2022). Research on the Influence of Visual Factors on Emotion Regulation Interaction. Frontiers in Psychology, 12, Article 772642.[CrossRef] [PubMed]
[58] Yalçın, Ö. N., & DiPaola, S. (2020). Modeling Empathy: Building a Link between Affective and Cognitive Processes. Artificial Intelligence Review, 53, 2983-3006.[CrossRef
[59] Ye, S., Chen, Q., & Tang, Y. (2023). Anger Expressions of Bus Drivers and Passengers during Conflicts on the Bus. Transportation Research Record: Journal of the Transportation Research Board, 2677, 782-794.[CrossRef
[60] Yoo, Y., Lee, J., Kim, N., Yang, M., Lee, S., & Kim, J. (2023). An Empirical Study on the Effect of a Driving Companion Bot on Anger Coping Behaviors. Behaviour & Information Technology, 42, 329-344.[CrossRef
[61] Yoo, Y., Yang, M., Lee, S., Baek, H., & Kim, J. (2022). The Effect of the Dominance of an In-Vehicle Agent’s Voice on Driver Situation Awareness, Emotion Regulation, and Trust: A Simulated Lab Study of Manual and Automated Driving. Transportation Research Part F: Traffic Psychology and Behaviour, 86, 33-47.[CrossRef
[62] ]Yu, K., Du, D., Yu, D., Zhi, J., Wang, Y., & Jing, C. (2024). Effects of a Color Gradient and Emoji in AR-HUD Warning Interfaces in Autonomous Vehicles on Takeover Performance and Driver Emotions. Traffic Injury Prevention, 25, 714-723.[CrossRef] [PubMed]
[63] Zhang, L., Wang, Y., He, K., Zhang, H., Xing, B., Liu, X. et al. (2023). The Power of Humorous Audio: Exploring Emotion Regulation in Traffic Congestion through EEG-Based Study. EURASIP Journal on Audio, Speech, and Music Processing, 2023, Article No. 34.[CrossRef
[64] Zhang, Q., Ge, Y., & Qu, W. (2024). The Effect of Relaxing Music on Driving Anger and Performance in a Simulated Car‐following Task. Human Factors and Ergonomics in Manufacturing & Service Industries, 34, 386-395.[CrossRef
[65] Zhang, T., & Chan, A. H. S. (2016). The Association between Driving Anger and Driving Outcomes: A Meta-Analysis of Evidence from the Past Twenty Years. Accident Analysis & Prevention, 90, 50-62.[CrossRef] [PubMed]
[66] Zhao, Y., Jiang, K., Yu, Z., & Huang, Z. (2024). Emotion-Matched In-Vehicle Assistants: An Exploration in Regulating Drivers’ Incidental Emotions and Enhancing Takeover Performance and Situational Awareness. Cognition, Technology & Work, 26, 225-245.[CrossRef
[67] Zimasa, T., Jamson, S., & Henson, B. (2017). Are Happy Drivers Safer Drivers? Evidence from Hazard Response Times and Eye Tracking Data. Transportation Research Part F: Traffic Psychology and Behaviour, 46, 14-23.[CrossRef