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Drivers of short-term essential air service operations: Load factor, pricing, and subsidy policies in China's domestic air market 短期基本航空服务运营的驱动因素:中国国内航空市场的客座率、定价和补贴政策
IF 6.3 2区 工程技术 Q1 ECONOMICS Pub Date : 2024-11-21 DOI: 10.1016/j.tranpol.2024.11.017
Wenqian Zou , Zhanshuo Zhang , Shengguo Gao , Lei Wang , Yonglei Jiang
This study analyzes the impact of the temporary flight subsidy policy on the operational performance of China's domestic air transport market. Using panel data from 42 days between May 7 and June 17, 2022, and applying a dynamic panel model with time-invariant variables, the study explores the factors influencing average load factor and average ticket price under short-term basic air service conditions. The results reveal that, during the pandemic, load factors exhibited weak dependence on historical data, with airlines adjusting to real-time demand fluctuations. Additionally, the flight subsidy policy failed to meet its intended goals, leading to a reduction in overall load factors, particularly for China Southern, China Eastern, and Hainan Airlines, while Air China demonstrated more flexibility in adapting to the policy. The study also identifies the significant influence of route distance and airport size on both load factors and ticket prices, with longer routes and major hub airports commanding higher prices. These findings suggest that future subsidy policies should be more flexible and tailored to specific market conditions to effectively support the recovery and long-term sustainability of the aviation industry.
本文分析了临时航班补贴政策对中国国内航空运输市场运营绩效的影响。利用2022年5月7日至6月17日42天的面板数据,运用含时不变变量的动态面板模型,探讨短期基本航空服务条件下平均客座率和平均票价的影响因素。结果显示,在疫情期间,客座率对历史数据的依赖性较弱,航空公司会根据实时需求波动进行调整。此外,航班补贴政策未能达到预期目标,导致整体客座率下降,特别是中国南方航空公司、中国东方航空公司和海南航空公司,而中国国际航空公司在适应政策方面表现出更大的灵活性。该研究还发现,航线距离和机场规模对客座率和票价都有重大影响,航线越长,主要枢纽机场的票价越高。这些发现表明,未来的补贴政策应该更加灵活,并根据具体的市场情况量身定制,以有效支持航空业的复苏和长期可持续性。
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引用次数: 0
A model for speed and fuel refueling strategy of methanol dual-fuel liners with emission control areas 带排放控制区的甲醇双燃料衬垫的速度和燃料加注策略模型
IF 6.3 2区 工程技术 Q1 ECONOMICS Pub Date : 2024-11-21 DOI: 10.1016/j.tranpol.2024.11.015
Tianhang Gao, Jia Tian, Changjian Liu, Chuan Huang, Hongyu Wu, Ziwen Yuan
Methanol dual-fuel (DF) liners can simultaneously use traditional fuel oil and methanol as blended fuels, which can address environmental protection requirements while ensuring economy. This paper presents an optimization model for the speed and refueling strategy of methanol DF liners. A decision-making tool is introduced for shipping companies to develop liner operation plans. A mixed-integer 0–1 planning model is constructed with the objective of minimizing the operating cost of a single voyage of a methanol DF liner, and the optimal solutions for the voyage speed in each segment and the fuel oil and methanol refueling strategy at each port are computed considering the dual-fuel mixing of fuel oil and methanol. In this paper, the validity of the model and algorithm are verified with the AEU3 route of COSCO Shipping as an example, and the results show that installing a scrubber on liners and mixing heavy fuel oil (HFO) and methanol is more economical than mixing very low-sulfur fuel oil (VLSFO) and methanol, considering the existing emission standards. The studied liner should increase its speed in emission control areas (ECAs) and refuel at ports with low prices for fuel oil and methanol. Although the above conclusions are not influenced by changes in the price of methanol, the price difference between HFO and VLSFO, or the carbon allowance price, changes in sulfur emission standards will have a significant effect on the speed and refueling strategy of liners and carbon emissions. This paper provides a theoretical reference for operational decision-making for shipping companies operating methanol DF liners and is of practical value for improving the scientific management of methanol DF liners, enhancing the energy efficiency of ships, and reducing the emission of pollutants from ships.
甲醇双燃料(DF)衬垫可同时使用传统燃油和甲醇作为混合燃料,既能满足环保要求,又能确保经济性。本文介绍了甲醇双燃料班轮航速和加油策略的优化模型。为航运公司制定班轮运营计划介绍了一种决策工具。以甲醇双燃料班轮单航次运营成本最小化为目标,构建了一个混合整数 0-1 规划模型,并考虑到燃油和甲醇的双燃料混合,计算了各航段航速的最优解以及各港口的燃油和甲醇加油策略。本文以中远航运的 AEU3 航线为例,验证了模型和算法的有效性,结果表明,考虑到现有的排放标准,在班轮上安装洗涤器并混合重燃油(HFO)和甲醇比混合极低硫燃油(VLSFO)和甲醇更经济。所研究的班轮应在排放控制区(ECAs)提高速度,并在燃油和甲醇价格低廉的港口加油。虽然上述结论不受甲醇价格变化、重油和轻油价格差异或碳配额价格的影响,但硫排放标准的变化将对班轮的航速和加油策略以及碳排放产生重大影响。本文为经营甲醇双燃料班轮的航运公司提供了运营决策的理论参考,对提高甲醇双燃料班轮的科学管理水平、提高船舶能效、减少船舶污染物排放具有实用价值。
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引用次数: 0
Charting sustainable vistas: Analysis of internal and external sustainability performance of Chinese ports 绘制可持续发展远景:中国港口内部和外部可持续发展绩效分析
IF 6.3 2区 工程技术 Q1 ECONOMICS Pub Date : 2024-11-20 DOI: 10.1016/j.tranpol.2024.11.016
Yudan Kong , Xinyu Tian , Jinghui Sun , Huan Zhou
The global economy's rapid expansion highlights the need for sustainable development in ports. However, existing research has overlooked the crucial aspect of social sustainability. To address this gap, this paper evaluates ports' sustainability using a novel framework that combines cross-hierarchical data envelopment analysis and cross-efficiency. Examining 18 ports in China from 2017 to 2020, we assess their internal and external sustainability dimensions. Results show that most ports demonstrate commendable efficiency in internal sustainability, though room for improvement remains. In terms of external sustainability, some ports excel economically and socially, but environmental indicators require more attention. Overall, sustainability performance shows an encouraging upward trend, with southern ports leading in sustainability practices. However, economic factors pose challenges to port development, emphasizing the need for heightened focus on environmental and social dimensions. By filling a knowledge gap and offering valuable recommendations, this study introduces a fresh perspective on sustainable port development.
全球经济的快速扩张凸显了港口可持续发展的必要性。然而,现有的研究忽视了社会可持续性的关键方面。为了解决这一差距,本文使用结合跨层次数据包络分析和交叉效率的新框架来评估港口的可持续性。我们以2017年至2020年中国18个港口为研究对象,对其内部和外部可持续性维度进行了评估。结果表明,大多数港口在内部可持续性方面表现出值得称道的效率,尽管仍有改进的余地。在外部可持续性方面,一些港口在经济和社会方面表现突出,但环境指标需要更多关注。总体而言,可持续发展表现呈现出令人鼓舞的上升趋势,南方港口在可持续发展实践方面处于领先地位。然而,经济因素对港口发展构成挑战,强调需要更加注重环境和社会方面。通过填补知识空白和提供有价值的建议,本研究为可持续港口发展提供了一个新的视角。
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引用次数: 0
Flight, aircraft, and crew integrated recovery policies for airlines - A deep reinforcement learning approach 航空公司的航班、飞机和机组人员综合恢复政策--一种深度强化学习方法
IF 6.3 2区 工程技术 Q1 ECONOMICS Pub Date : 2024-11-17 DOI: 10.1016/j.tranpol.2024.11.011
Qi Wang , Jianing Mao , Xin Wen , Stein W. Wallace , Muhammet Deveci
Airline schedules are easily affected by disruptions, leading to flight delays or (and) cancellations, causing significant financial losses to airline companies and inconvenience for passengers. When making recovery decisions, airlines need to simultaneously consider various entities, including flights, aircraft, and crew. This paper examines the integrated recovery policies for airlines to help re-schedule flights, re-route aircraft, and reassign crew members. To realize quick responses upon the occurrence of disruptions, an attention-based end-to-end deep reinforcement learning approach is proposed to learn a parameterized stochastic policy for the integrated airline recovery problem. Numerical experiments based on randomly generated disruption instances demonstrate that the proposed method outperforms the existing approaches and is applicable in realistic situations. The key insights obtained from our analyses are summarized as follows: (1) traditionally, among all disruption sources, it is most challenging and time-consuming to determine the recovery policies in reaction to aircraft delays and airport closures. However, the new approach developed in this study overcomes this difficulty and can provide high-quality recovery policies for aircraft delays and airport closures quickly. Thus, our work is especially valuable for airports and regions that suffer from frequent flight delays and closures, and can significantly improve their operational efficiency and service quality; (2) when traditional approaches are applied, the adoption of the well-known schedule robustness enhancement strategy ‘crew follow aircraft’ generally leads to high operations costs. Differently, our proposed approach can apply this strategy without encountering a significant cost growth. Therefore, airlines can fully leverage this strategy to gain additional advantages; (3) our developed new approach demonstrates high generality to accommodate various disruptions, which can benefit airlines and airports in the highly-volatile environment with various unpredictable events.
航班时刻很容易受到干扰的影响,导致航班延误或(和)取消,给航空公司造成重大经济损失,给乘客带来不便。在做出恢复决策时,航空公司需要同时考虑航班、飞机和机组人员等多个实体。本文探讨了航空公司的综合恢复政策,以帮助航空公司重新安排航班、调整飞机航线和重新分配机组人员。为了在中断发生时实现快速响应,本文提出了一种基于注意力的端到端深度强化学习方法,用于学习综合航空公司恢复问题的参数化随机策略。基于随机生成的中断实例的数值实验表明,所提出的方法优于现有方法,并且适用于现实情况。从我们的分析中获得的主要启示总结如下:(1) 传统上,在所有干扰源中,确定应对飞机延误和机场关闭的恢复策略最具挑战性,也最耗时。然而,本研究开发的新方法克服了这一困难,能够快速提供高质量的飞机延误和机场关闭恢复策略。因此,我们的工作对航班延误和关闭频繁的机场和地区尤其有价值,可以显著提高其运营效率和服务质量;(2)在应用传统方法时,采用众所周知的 "机组跟随飞机 "的航班稳健性增强策略通常会导致高昂的运营成本。与此不同的是,我们提出的方法在应用这一策略时不会出现成本大幅增长的情况。因此,航空公司可以充分利用这一策略来获得额外的优势;(3)我们开发的新方法具有很强的通用性,可以适应各种干扰,这有利于航空公司和机场在高度不稳定的环境中应对各种不可预测的事件。
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引用次数: 0
Hub port location and routing for a single-hub feeder network: Effect of liner shipping network connectivity 单枢纽支线网络的枢纽港位置和路由:班轮航运网络连接的影响
IF 6.3 2区 工程技术 Q1 ECONOMICS Pub Date : 2024-11-15 DOI: 10.1016/j.tranpol.2024.11.009
Lingxiao Yang , Jianfeng Zheng , Jian Wang
For the design of feeder lines within a region, previous studies assume that the hub port is given in advance. It is necessary to investigate locating hub port together with designing feeder lines for a region. This paper proposes a hub port location and routing problem for a single-hub feeder network, which addresses feeder line design and hub port location. The proposed problem also considers liner shipping network connectivity (the connection between feeder lines and main lines via container transshipment at hub ports). It is described by a mixed integer linear program, which is solved by a genetic algorithm devised. Numerical experiments show that: i) the devised algorithm can efficiently solve our model; ii) due to considering liner shipping network connectivity, the optimal solution of hub port location and feeder line design becomes more rational, as compared with that without considering liner shipping network connectivity.
在设计区域内的支线时,以往的研究都假定枢纽港是事先给定的。有必要在设计区域内馈线线路的同时研究枢纽端口的定位问题。本文提出了单枢纽支线网络的枢纽港定位和路由问题,解决了支线设计和枢纽港定位的问题。提出的问题还考虑了班轮运输网络的连通性(通过枢纽港的集装箱转运实现支线与干线的连接)。该问题由混合整数线性程序描述,并通过设计的遗传算法求解。数值实验表明:i) 所设计的算法可以高效地求解我们的模型;ii) 由于考虑了班轮运输网络的连通性,与不考虑班轮运输网络连通性的情况相比,枢纽港位置和支线设计的最优解更加合理。
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引用次数: 0
Impacts of negative congestion experiences on acceptance of tradable credits schemes: Integration of NAM and TPB 拥堵负面经验对可交易信贷计划接受度的影响:NAM 与 TPB 的整合
IF 6.3 2区 工程技术 Q1 ECONOMICS Pub Date : 2024-11-15 DOI: 10.1016/j.tranpol.2024.11.010
Shuang Cui , Lijun Tian , Yue Bao , Zhichao Zhang
Prior negative congestion experiences can influence public acceptance of congestion charging policies; however, this area remains underexplored in both academic and practical contexts. This study investigates this issue by integrating the norm activation model (NAM) and the theory of planned behavior (TPB), focusing on public acceptance of tradable credits schemes (TCS). Specifically, acceptance is measured via attitudes toward TCS and behavioral intentions to reduce car use under TCS. Using latent profile analysis, 426 participants were categorized into three distinct groups based on their prior negative congestion experiences. The findings indicate that those with high reactions exhibit stronger behavioral intentions to reduce car use. Chain mediation analysis demonstrates that prior negative congestion experiences causally impact these behavioral intentions. Moderated mediation analysis further reveals that such experiences (e.g., anxiety and bodily reactions) moderate behavioral intentions under TCS. High levels of anxiety and bodily reactions weaken the impact of personal norms on attitudes toward TCS, suggesting that individuals with intense reactions to congestion are more likely to directly support TCS. Conversely, enhancing personal norms among individuals with lower anxiety or bodily reactions tend to increase their support for TCS. Furthermore, personal norms are found to be more influential than social norms, offering greater explanatory power.
之前的负面拥堵经历会影响公众对拥堵收费政策的接受程度;然而,无论是在学术界还是在实践中,对这一领域的探索仍然不足。本研究通过整合规范激活模型(NAM)和计划行为理论(TPB)来研究这一问题,重点关注公众对可交易信用额度计划(TCS)的接受度。具体来说,接受度是通过对可交易信贷计划的态度和在可交易信贷计划下减少汽车使用的行为意向来衡量的。通过潜在特征分析,426 名参与者根据其先前的负面拥堵经历被分为三个不同的组别。研究结果表明,那些反应强烈的人表现出更强烈的减少使用汽车的行为意愿。链式中介分析表明,先前的负面拥堵经历会对这些行为意向产生因果影响。调节性中介分析进一步揭示了这些经历(如焦虑和身体反应)在交通管制方案下对行为意向的调节作用。高水平的焦虑和身体反应削弱了个人规范对 TCS 态度的影响,表明对拥堵反应强烈的个体更有可能直接支持 TCS。相反,焦虑或身体反应较低的人的个人规范的增强往往会增加他们对 TCS 的支持。此外,研究还发现个人规范比社会规范更具影响力,解释力更强。
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引用次数: 0
How has the COVID-19 pandemic reshaped the aviation network? A comparative pre- and during-pandemic analysis COVID-19 大流行如何重塑了航空网络?大流行前和大流行期间的比较分析
IF 6.3 2区 工程技术 Q1 ECONOMICS Pub Date : 2024-11-14 DOI: 10.1016/j.tranpol.2024.11.008
Lu Zhang , Jiaying Gong , Yu Yang
The COVID-19 pandemic has profoundly impacted international flights, leading to substantial economic repercussions for the global tourism industry. While existing research has explored the resilience and recovery of the air transport system during the pandemic, this analysis delves into the structural transformation of the air transportation network within “the Belt and Road” region through a quantitative analysis. The findings reveal three critical aspects: (1) The pandemic caused a marked reduction in air transport connectivity, with flight frequency and route connectivity between cities decreasing by 27.82% and 35.87%, respectively, although the basic aviation framework remained intact. This impact varied across different administrative levels, regions, and distances, due to the impact of different countries' pandemic policies. Transnational connections were particularly hard-hit, experiencing more severe disruptions than domestic routes. (2) Significant shifts occurred in the rankings of aviation hubs. For example, cities like Singapore and Doha rose in prominence, while traditional hubs such as Moscow and Beijing saw a decline in their rankings. This shift reflects a reconfiguration of key nodes within the aviation network. (3) The network structure underwent significant reorganization and decentralization, transitioning from a conventional core-periphery model to a hybrid structure that blends core-peripheries with local communities. This transformation demonstrates the network's adaptability and its capacity to develop alternative structures in response to sudden external shocks like the COVID-19 pandemic. The insights from this analysis offer valuable guidance for policy-making and the development of emergency measures to better prepare for and mitigate future disruptions in air transport. The analysis underscores the importance of flexible and adaptive strategies in managing aviation networks, particularly in the face of global challenges.
COVID-19 大流行对国际航班造成了深远影响,给全球旅游业带来了巨大的经济冲击。现有研究探讨了疫情期间航空运输系统的复原力和恢复能力,而本分析报告则通过定量分析深入探讨了 "一带一路 "区域内航空运输网络的结构转型。研究结果揭示了三个关键方面:(1) 疫情导致航空运输连通性明显降低,城市间的航班频率和航线连通性分别下降了 27.82% 和 35.87%,但基本航空框架保持不变。由于各国的疫情政策不同,这种影响在不同的行政级别、地区和距离上也不尽相同。与国内航线相比,跨国航线受到的影响尤为严重。 (2) 航空枢纽的排名发生了重大变化。例如,新加坡和多哈等城市的地位上升,而莫斯科和北京等传统枢纽的排名下降。这种变化反映了航空网络中关键节点的重新配置。(3) 网络结构经历了重大重组和分权,从传统的核心-外围模式过渡到核心-外围与地方社区相结合的混合结构。这一转变显示了该网络的适应性及其发展替代结构以应对 COVID-19 大流行病等突发外部冲击的能力。本分析的见解为决策和制定应急措施提供了宝贵的指导,以更好地应对和缓解未来航空运输的中断。分析强调了灵活和适应性战略在管理航空网络中的重要性,尤其是在面对全球性挑战时。
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引用次数: 0
Comparative analysis of carbon emission reduction policies in China's manufacturing and transportation sectors 中国制造业和交通运输业碳减排政策比较分析
IF 6.3 2区 工程技术 Q1 ECONOMICS Pub Date : 2024-11-13 DOI: 10.1016/j.tranpol.2024.11.005
Hang Yuan , Lei Zhao , Hangjun Yang
This study evaluates China's environmental policies, specifically the increase of carbon emission tax rates and the reduction of carbon emission intensity, by developing a New Keynesian Dynamic Stochastic General Equilibrium (NK-DSGE) model that incorporates energy consumption and carbon emissions. The production sector is segmented into manufacturing, non-manufacturing, and transportation, with transportation services acting as inputs for both manufacturing and non-manufacturing firms. We construct four cases within two scenarios, each characterized by distinct targets and policies. After calibrating and estimating the relevant parameters, we compare carbon reduction outcomes and economic fluctuations across the two scenarios. Our findings indicate that when targeting the same carbon emission tax rate increase or carbon emission intensity ratio reduction, policies that increase the carbon emission tax rate or reduce carbon emission intensity implemented in the manufacturing sector achieve greater carbon emission reductions compared to the same polices implemented in the transportation sector. Meanwhile, compared to the latter case, output experienced a greater decline, and inflation exhibited a more substantial increase in the former case. However, when the quantities of carbon emission reductions are approximately the same in the first quarter, policies that increase the carbon emission tax rate or reduce carbon emission intensity enacted in the transportation sector demonstrate superior performance relative to the same polices implemented in the manufacturing sector. This leads to smaller final output reductions and milder inflation increases. In summary, for equivalent levels of carbon emission reductions, policies implemented in the transportation sector yield more favorable economic outcomes than those applied in the manufacturing sector.
本研究通过建立一个包含能源消耗和碳排放的新凯恩斯动态随机一般均衡(NK-DSGE)模型,对中国的环境政策进行评估,特别是碳排放税率的提高和碳排放强度的降低。生产部门分为制造业、非制造业和运输业,运输服务是制造业和非制造业企业的投入。我们在两个方案中构建了四个案例,每个案例都有不同的目标和政策。在校准和估算相关参数后,我们比较了两种情景下的碳减排结果和经济波动。我们的研究结果表明,在提高碳排放税率或降低碳排放强度比的目标相同的情况下,在制造业部门实施提高碳排放税率或降低碳排放强度的政策与在交通运输部门实施相同的政策相比,前者能实现更大的碳减排量。同时,与后一种情况相比,前一种情况下的产出下降幅度更大,通胀率上升幅度更大。然而,当第一季度的碳减排量大致相同时,在交通运输部门实施的提高碳排放税率或降低碳排放强度的政策相对于在制造业部门实施的相同政策表现出更优越的绩效。这导致了较小的最终产出减少和较温和的通胀上升。总之,在同等碳减排水平下,交通部门实施的政策比制造业实施的政策产生更有利的经济结果。
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引用次数: 0
The risk of increasing energy demand while pursuing decarbonisation: the case of the e-fuels for the EU aviation sector 在追求去碳化的同时增加能源需求的风险:欧盟航空部门使用电子燃料的案例
IF 6.3 2区 工程技术 Q1 ECONOMICS Pub Date : 2024-11-12 DOI: 10.1016/j.tranpol.2024.11.007
M. Prussi, M. Noussan, L. Laveneziana, D. Chiaramonti
The European Union target of a net-zero economy by mid-century requires an unprecedented effort in the reduction of carbon emissions. Aviation is among the most difficult sectors to decarbonize, and since direct electrification is unlikely to become a viable option in the short-term, other alternatives are considered, including biofuels and e-fuels. The blending mandates recently approved in the ReFuelEU Aviation package (35% of e-fuels at 2050) will require devoting an important amount of renewable electricity to produce e-fuels, increasing the relative weight of aviation with respect other sectors in terms of energy consumption. Aviation accounts today for 13% of the EU27 (2019) energy consumption for transport, while in 2050 this is expected to reach the 22%. This “magnifying effect” for the energy required by the sector, due to the low overall conversion efficiency of e-fuel production, will likely foster a competition for the access to renewable energy. This shift toward the aviation sector may occur to detriment of other applications potentially most effective in decreasing carbon emissions per unit of electricity. This apparent dichotomy between GHG reduction and energy efficiency could reduce the actual effectiveness of existing policies and the possibility of fostering similar initiatives in other countries.
欧盟到本世纪中叶实现净零经济的目标要求在减少碳排放方面做出前所未有的努力。航空业是最难实现脱碳的行业之一,由于直接电气化在短期内不太可能成为可行的选择,因此需要考虑其他替代方案,包括生物燃料和电子燃料。欧盟航空燃料再利用一揽子计划(2050 年电子燃料占 35%)中最近批准的混合任务要求将大量可再生电力用于生产电子燃料,从而增加了航空与其他部门在能源消耗方面的相对比重。目前,航空占欧盟 27 国(2019 年)运输能源消耗的 13%,而 2050 年预计将达到 22%。由于电子燃料生产的整体转换效率较低,该行业所需能源的这种 "放大效应 "很可能会促进可再生能源的获取竞争。这种向航空部门的转移可能会损害其他在减少单位电力碳排放方面可能最有效的应用。减少温室气体排放与提高能源效率之间的这种明显对立可能会降低现有政策的实际效果,以及在其他国家促进类似倡议的可能性。
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引用次数: 0
Retrospective cross-sectional observational study on commuters' travel behaviour and preferences in Delhi: Impact of built environment, individual attitude and socio-economic factors 德里通勤者出行行为和偏好的回顾性横断面观察研究:建筑环境、个人态度和社会经济因素的影响
IF 6.3 2区 工程技术 Q1 ECONOMICS Pub Date : 2024-11-12 DOI: 10.1016/j.tranpol.2024.11.002
Tanya Sharma , Suresh Jain
This study examines the factors influencing the travel behaviour of Delhi's working population, utilizing retrospective cross-sectional data from 2005 to 2019 collected across four neighbourhoods. The research provides empirical evidence on how travel mode choices have evolved over time in response to changes in the built environment and socioeconomic conditions. GIS-based analysis was conducted to assess the impact of temporal variations in the built environment on travel behaviour. Results reveal a 21% increase in the reliance on private modes of transportation between 2005 and 2019, with the most significant rise observed in 4-wheeler usage. Conversely, bus usage declined by 32%, attributed to various factors including overcrowding, hygiene concerns, and perceived reliability issues. However, in 2019, Connaught Place reported the highest bus usage at 28%, attributed to its high bus stop density, while enhanced metro facilities across the neighbourhoods led to a 20% increase in overall metro ridership. Multinomial logistic regression analysis identified key socioeconomic determinants of travel behaviour, including age, gender, income, vehicle ownership, and commuter attitude. In 2005, two-wheeler preference over buses was primarily driven by vehicle ownership (O.R.: 620.95), gender (O.R.: 4.20), and income (O.R.: 1.28). By 2019, commuter attitude (ProPV) emerged as a significant factor, alongside vehicle ownership (O.R.: 136.72), ProPV (O.R.: 21.41), and income (O.R.: 2.14). A similar trend was observed for car usage, highlighting the increasing influence of commuter behaviour and attitudes on travel choices over time. These findings underscore critical policy implications for the development and enhancement of Delhi's transport system, offering insights that could be applicable to other cities facing similar challenges.
本研究利用 2005 年至 2019 年在四个社区收集的回顾性横截面数据,对影响德里工作人口出行行为的因素进行了研究。研究提供了实证证据,说明随着时间的推移,出行方式的选择是如何随着建筑环境和社会经济条件的变化而演变的。通过基于地理信息系统的分析,评估了建筑环境的时间变化对出行行为的影响。结果显示,2005 年至 2019 年间,人们对私人交通方式的依赖增加了 21%,其中四轮车的使用率增幅最大。相反,公共汽车的使用率下降了 32%,原因有很多,包括过度拥挤、卫生问题和认为的可靠性问题。然而,在 2019 年,康诺特广场的公交车使用率最高,达到 28%,这归因于其公交车站密度高,而各街区地铁设施的加强则使地铁总体乘客量增加了 20%。多项式逻辑回归分析确定了出行行为的主要社会经济决定因素,包括年龄、性别、收入、车辆拥有量和通勤态度。2005 年,两轮车相对于公共汽车的偏好主要受车辆拥有量(O.R.:620.95)、性别(O.R.:4.20)和收入(O.R.:1.28)的影响。到 2019 年,通勤态度(ProPV)与车辆拥有量(O.R.:136.72)、ProPV(O.R.:21.41)和收入(O.R.:2.14)一起成为重要因素。在汽车使用方面也观察到了类似的趋势,这表明随着时间的推移,通勤者的行为和态度对出行选择的影响越来越大。这些发现强调了发展和改善德里交通系统的重要政策影响,为面临类似挑战的其他城市提供了启示。
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引用次数: 0
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Transport Policy
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