自动驾驶汽车如何影响出租车行业?基于两阶段范达姆的三方进化博弈视角

IF 4.6 3区 工程技术 Q1 ECONOMICS
Lipo Mo , Zhaoyu Cui , Rongwen Jia , Kangyin Dong , Chuan Zhao
{"title":"自动驾驶汽车如何影响出租车行业?基于两阶段范达姆的三方进化博弈视角","authors":"Lipo Mo ,&nbsp;Zhaoyu Cui ,&nbsp;Rongwen Jia ,&nbsp;Kangyin Dong ,&nbsp;Chuan Zhao","doi":"10.1016/j.retrec.2023.101387","DOIUrl":null,"url":null,"abstract":"<div><p><span>As urban passenger transportation focuses more on economic efficiency and road safety, autonomous driving technology is being introduced in the taxi </span>industry. Interests differ among automobile manufacturers, taxi companies, and the government in promoting the adoption of autonomous taxis (ATs). This paper investigates the impact of multiple factors in the mixed traffic operation mode on the tripartite game using the two-stage Van Damme model. It also analyzes the game-breaking key to automobile manufactures' decision in the dual stable situation. The findings are as follows: (1) Under government non-promotion, independent R&amp;D guides taxi companies to adopt ATs more effectively. Under government promotion, the social acceptance and loss of technology dominance have varying impacts on the game results. (2) Adjusting infrastructure cost and subsidy intensity can lead to a single stable situation when taxi companies and the government adopt a wait-and-see approach. (3) The loss of technology dominance shifts game leader from automobile manufacturers to the government. (4) Taxi companies would only adopt ATs when the social acceptance is moderate, as it exhibits an inverted U-shaped relationship. These findings provide valuable insights for how to better promote the adoption of ATs under both promotion and non-promotion by the government.</p></div>","PeriodicalId":47810,"journal":{"name":"Research in Transportation Economics","volume":"103 ","pages":"Article 101387"},"PeriodicalIF":4.6000,"publicationDate":"2023-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"How does autonomous vehicles affect taxi industry? A two-stage Van Damme based tripartite evolutionary game perspective\",\"authors\":\"Lipo Mo ,&nbsp;Zhaoyu Cui ,&nbsp;Rongwen Jia ,&nbsp;Kangyin Dong ,&nbsp;Chuan Zhao\",\"doi\":\"10.1016/j.retrec.2023.101387\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p><span>As urban passenger transportation focuses more on economic efficiency and road safety, autonomous driving technology is being introduced in the taxi </span>industry. Interests differ among automobile manufacturers, taxi companies, and the government in promoting the adoption of autonomous taxis (ATs). This paper investigates the impact of multiple factors in the mixed traffic operation mode on the tripartite game using the two-stage Van Damme model. It also analyzes the game-breaking key to automobile manufactures' decision in the dual stable situation. The findings are as follows: (1) Under government non-promotion, independent R&amp;D guides taxi companies to adopt ATs more effectively. Under government promotion, the social acceptance and loss of technology dominance have varying impacts on the game results. (2) Adjusting infrastructure cost and subsidy intensity can lead to a single stable situation when taxi companies and the government adopt a wait-and-see approach. (3) The loss of technology dominance shifts game leader from automobile manufacturers to the government. (4) Taxi companies would only adopt ATs when the social acceptance is moderate, as it exhibits an inverted U-shaped relationship. These findings provide valuable insights for how to better promote the adoption of ATs under both promotion and non-promotion by the government.</p></div>\",\"PeriodicalId\":47810,\"journal\":{\"name\":\"Research in Transportation Economics\",\"volume\":\"103 \",\"pages\":\"Article 101387\"},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2023-12-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Research in Transportation Economics\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0739885923001270\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ECONOMICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Research in Transportation Economics","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0739885923001270","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0

摘要

随着城市客运更加注重经济效益和道路安全,自动驾驶技术正在被引入出租车行业。汽车制造商、出租车公司和政府在推动采用自动驾驶出租车(ATs)方面的利益各不相同。本文利用两阶段范达姆模型研究了混合交通运营模式下多种因素对三方博弈的影响。同时,本文还分析了二元稳定局势下汽车制造商决策的博弈破局关键。研究结果如下(1)在政府不推动的情况下,自主研发引导出租车公司更有效地采用自动驾驶汽车。在政府推动下,社会接受度和技术主导权的丧失对博弈结果产生不同影响。(2) 当出租车公司和政府采取观望态度时,调整基础设施成本和补贴力度会导致单一的稳定局面。(3) 技术优势的丧失会使博弈领导者从汽车制造商转移到政府。(4) 只有当社会接受度适中时,出租车公司才会采用自动驾驶汽车,因为它呈现倒 U 型关系。这些发现为如何在政府推广和非推广的情况下更好地促进自动驾驶汽车的应用提供了有价值的启示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
How does autonomous vehicles affect taxi industry? A two-stage Van Damme based tripartite evolutionary game perspective

As urban passenger transportation focuses more on economic efficiency and road safety, autonomous driving technology is being introduced in the taxi industry. Interests differ among automobile manufacturers, taxi companies, and the government in promoting the adoption of autonomous taxis (ATs). This paper investigates the impact of multiple factors in the mixed traffic operation mode on the tripartite game using the two-stage Van Damme model. It also analyzes the game-breaking key to automobile manufactures' decision in the dual stable situation. The findings are as follows: (1) Under government non-promotion, independent R&D guides taxi companies to adopt ATs more effectively. Under government promotion, the social acceptance and loss of technology dominance have varying impacts on the game results. (2) Adjusting infrastructure cost and subsidy intensity can lead to a single stable situation when taxi companies and the government adopt a wait-and-see approach. (3) The loss of technology dominance shifts game leader from automobile manufacturers to the government. (4) Taxi companies would only adopt ATs when the social acceptance is moderate, as it exhibits an inverted U-shaped relationship. These findings provide valuable insights for how to better promote the adoption of ATs under both promotion and non-promotion by the government.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
8.40
自引率
2.60%
发文量
59
审稿时长
60 days
期刊介绍: Research in Transportation Economics is a journal devoted to the dissemination of high quality economics research in the field of transportation. The content covers a wide variety of topics relating to the economics aspects of transportation, government regulatory policies regarding transportation, and issues of concern to transportation industry planners. The unifying theme throughout the papers is the application of economic theory and/or applied economic methodologies to transportation questions.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信