School of Business, Shandong Normal University, Jinan, Shandong, China.
School of Economics, Beijing Technology and Business University, Beijing, Beijing, China.
PLoS One. 2024 Sep 19;19(9):e0308622. doi: 10.1371/journal.pone.0308622. eCollection 2024.
Car-sharing is a travel mode that can serve as an alternative to private cars, helping to reduce urban pollution. However, currently, there is a low willingness among travelers to use car-sharing, which is reflected in both low market penetration and user frequency. Therefore, it is essential for the government to encourage the use of car-sharing by providing subsidies. To better encourage the usage of car-sharing, this paper applies a two-fold evolutionary game model involving travelers and the government to explore the impact of subsidies on travelers' choices, and the factors that could affect the subsidies' efficiency. A simulation, using data from Beijing, was conducted to determine the implications of subsidy policies. The results show that a mileage-based subsidy and a fixed subsidy are applicable to travel of high and low mileages respectively, and under both subsidy modes, subsidies for trips with short duration or short pick-up and return time are more effective. Furthermore, we find that the efficiency of subsidies increases as the scale of car-sharing users, demand elasticity, or total number of travelers increases. Additionally, the subsidy levels should be lower than the environmental benefits of car-sharing but higher than the difference in travel costs between private cars and car-sharing. Future work will involve other game players such as car-sharing operators in order to draw deeper conclusions, and will involve the collection of data from more countries and cities to develop the robustness of the conclusions.
汽车共享是一种替代私家车的出行方式,可以帮助减少城市污染。然而,目前旅行者使用汽车共享的意愿较低,这反映在市场渗透率和用户频率都较低。因此,政府有必要通过提供补贴来鼓励汽车共享的使用。为了更好地鼓励汽车共享的使用,本文应用了一个涉及旅行者和政府的双重演化博弈模型,以探讨补贴对旅行者选择的影响,以及影响补贴效率的因素。利用北京的数据进行了模拟,以确定补贴政策的影响。结果表明,按里程补贴和固定补贴分别适用于高里程和低里程的出行,并且在这两种补贴模式下,对短时长或短接送时间的出行进行补贴更有效。此外,我们发现随着汽车共享用户规模、需求弹性或总旅行者数量的增加,补贴效率会提高。此外,补贴水平应低于汽车共享的环境效益,但高于私家车和汽车共享之间的旅行成本差异。未来的工作将涉及其他博弈参与者,以得出更深入的结论,并将涉及从更多国家和城市收集数据,以增强结论的稳健性。