Transportation Research Part A-Policy and Practice最新文献

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Paying as you fly: Investigating air passengers’ preferences for voluntary carbon offset in Taiwan via the integrated choice and latent variable (ICLV) model 随飞随付:利用综合选择与潜变量(ICLV)模型,调查台湾航空旅客自愿碳补偿的偏好
IF 6.8 1区 工程技术
Transportation Research Part A-Policy and Practice Pub Date : 2025-09-23 DOI: 10.1016/j.tra.2025.104693
Ching-Fu Chen, Hsun-Ting Liu
{"title":"Paying as you fly: Investigating air passengers’ preferences for voluntary carbon offset in Taiwan via the integrated choice and latent variable (ICLV) model","authors":"Ching-Fu Chen,&nbsp;Hsun-Ting Liu","doi":"10.1016/j.tra.2025.104693","DOIUrl":"10.1016/j.tra.2025.104693","url":null,"abstract":"<div><div>Carbon offsets allow individuals to take responsibility for their carbon footprint by participating in emission-mitigation projects. The current low level of participation in voluntary carbon offsets calls for a deeper understanding of air passengers’ preferences for voluntary carbon offset schemes. Since the cobenefits of carbon offsets might encourage scheme participation, this study uses an integrated choice and latent variable model to investigate air passengers’ preferences for carbon offset schemes with cobenefits for business and tourism purposes. A sample of 339 responses collected via a stated preference survey is used for choice model estimation. The results reveal that scheme attributes can increase participation propensity, including three cobenefits (species extinction reduction, air pollution reduction, and premature death reduction), scheme costs, and government certification. The positive effect of attitudes toward carbon offsets on scheme participation is significant for tourism travelers. However, attitudes and altruism do not influence the scheme participation of business travelers. Business travelers’ willingness-to-pay values for scheme attributes are greater than those of tourism travelers. Discussions and empirical implications are provided for the development of voluntary carbon offsets.</div></div>","PeriodicalId":49421,"journal":{"name":"Transportation Research Part A-Policy and Practice","volume":"201 ","pages":"Article 104693"},"PeriodicalIF":6.8,"publicationDate":"2025-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145120362","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Planning passafeguard in conflict zones and assessment of public transport stop accessibility to shelters 规划冲突地区的安保措施和评估公共交通阻碍了人们前往避难所
IF 6.8 1区 工程技术
Transportation Research Part A-Policy and Practice Pub Date : 2025-09-23 DOI: 10.1016/j.tra.2025.104669
Andrii Galkin , Ganna Samchuk , Serhii Lyfenko , Anastasiia Botsman , Nataliia Braterska , Olesia Hriekova , Yevheniia Drobotova , Illya Tolmachov
{"title":"Planning passafeguard in conflict zones and assessment of public transport stop accessibility to shelters","authors":"Andrii Galkin ,&nbsp;Ganna Samchuk ,&nbsp;Serhii Lyfenko ,&nbsp;Anastasiia Botsman ,&nbsp;Nataliia Braterska ,&nbsp;Olesia Hriekova ,&nbsp;Yevheniia Drobotova ,&nbsp;Illya Tolmachov","doi":"10.1016/j.tra.2025.104669","DOIUrl":"10.1016/j.tra.2025.104669","url":null,"abstract":"<div><div>This study investigates the adaptation of urban mobility in Kharkiv, Ukraine, focusing on assessing passenger safety near public transport stops and accessibility to protective shelters. In response to the ongoing threat from missiles, drones, and artillery, we developed a unique methodology to evaluate the “passafeguard” level at various transit stops across the city. Using PTV VISUM software, we conducted spatial–temporal analyses that consider different types of threats, directly impacting the time available for passengers to reach safety. Isochrones were constructed for three time intervals (2,<!--> <!-->5, and 15 min) based on threat types (e.g., Ballistic, S‑300; Cruise missile; Strike Drones) to identify shelter accessibility. Our system analysis includes a variety of shelter types: metro stations, basements, and specially designed concrete shelters at transit stops. We assessed passenger safety in distinct Transport Analysis Zones (TAZs) across different scenarios: pre-invasion, invasion, power available, and blackout (temporary routes), which affect the availability of electric transport options. Key metrics calculated include density by shelter types in proximity to the stops, coverage area of shelters, and stops lacking shelter proximity. This study highlights current shortcomings in Kharkiv’s public transport stops accessibility to shelters and provides a method to assess it across other cities facing similar challenges. It leads to specific recommendations for optimising shelter locations to improve accessibility. The quadrant-based classification system enables diagnosis of mismatched infrastructure zones (e.g., high-transit but low-shelter coverage), informing targeted interventions. By conceptualising transit stops as critical nodes in civil protection planning, the passafeguard concept offers a transferable methodology for enhancing urban resilience. Research provides broader discourse on transportation infrastructure safety, emergency response in urban conflict environments, urban mobility adaptive protection strategies and passenger safety, offering data-driven insights and actionable recommendations for policy-makers and urban planners globally.</div></div>","PeriodicalId":49421,"journal":{"name":"Transportation Research Part A-Policy and Practice","volume":"201 ","pages":"Article 104669"},"PeriodicalIF":6.8,"publicationDate":"2025-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145120411","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Vehicle routing and scheduling under hours of service regulations: A review 服务时间规定下的车辆路线和调度:回顾
IF 6.8 1区 工程技术
Transportation Research Part A-Policy and Practice Pub Date : 2025-09-23 DOI: 10.1016/j.tra.2025.104665
André Felipe Zanella , Rafael Henrique Palma Lima , Mauro Henrique Mulati , Edwin Vladimir Cardoza Galdamez , Gislaine Camila Lapasini Leal
{"title":"Vehicle routing and scheduling under hours of service regulations: A review","authors":"André Felipe Zanella ,&nbsp;Rafael Henrique Palma Lima ,&nbsp;Mauro Henrique Mulati ,&nbsp;Edwin Vladimir Cardoza Galdamez ,&nbsp;Gislaine Camila Lapasini Leal","doi":"10.1016/j.tra.2025.104665","DOIUrl":"10.1016/j.tra.2025.104665","url":null,"abstract":"<div><div>Hours of Service (HOS) regulations establish maximum limits on truck drivers’ working and driving hours, and demand compulsory break and rest periods. Many countries adopt such regulations as a means to enhance road safety and improve working conditions. In this work, we present a systematic literature review of vehicle routing and scheduling problems that consider HOS regulatory constraints in their models and algorithms. We examine how these driver restrictions are addressed and solved in the transportation science literature by analyzing and discussing 41 papers published between 2000 and 2024. In our review, we identified five different regulations from distinct countries that are addressed in the literature. The papers were analyzed and discussed from multiple perspectives, including modeling, solution methods, and problems variants, as well as specific aspects of the regulations considered in each work, such as the different sets of legal rules considered. Finally, we identify opportunities for further research concerning HOS regulations in routing and scheduling problems.</div></div>","PeriodicalId":49421,"journal":{"name":"Transportation Research Part A-Policy and Practice","volume":"201 ","pages":"Article 104665"},"PeriodicalIF":6.8,"publicationDate":"2025-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145120360","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An investigation of the factors that affect the use of pooled ridehailing services in California 对影响加州拼车服务使用的因素的调查
IF 6.8 1区 工程技术
Transportation Research Part A-Policy and Practice Pub Date : 2025-09-23 DOI: 10.1016/j.tra.2025.104626
Junia Compostella , Xiatian Iogansen , Mischa Young , Jaime Soza-Parra , Giovanni Circella , Alan Jenn
{"title":"An investigation of the factors that affect the use of pooled ridehailing services in California","authors":"Junia Compostella ,&nbsp;Xiatian Iogansen ,&nbsp;Mischa Young ,&nbsp;Jaime Soza-Parra ,&nbsp;Giovanni Circella ,&nbsp;Alan Jenn","doi":"10.1016/j.tra.2025.104626","DOIUrl":"10.1016/j.tra.2025.104626","url":null,"abstract":"<div><div>Pooled ridehailing services, like UberPOOL (now UberX Share) and Lyft Line (later rebranded as Lyft Shared before its discontinuation in May 2023), allow passengers to share part or the entirety of their trip with other paying passengers they typically do not know, resulting in lower fares. In this paper, we estimate a mixed logit model to examine the factors influencing the choice between pooled and solo ridehailing (e.g., UberX), using a dataset collected through <em>rMove</em>, an in-app survey and GPS data collection tool, which captures residents’ travel behaviors across three metropolitan regions in California. Our findings indicate that lower-income individuals, non-whites, women, and younger adults are more likely to choose pooled ridehailing. Conversely, individuals with higher vehicle ownership are less likely to pool. Frequent ridehailing users are more inclined to share rides, whereas employer-paid work trips are less likely to be pooled. Trips originating in high-density areas are also more likely to be pooled. Furthermore, we find a positive relationship between the use of public/active modes and the likelihood of pooling, highlighting both the risk of competition (and substitution) among these modes and an openness to multimodal travel among certain groups. Our analysis offers valuable insights for policymakers who seek to expand the share of pooled ridehailing trips while minimizing deadheading to reduce the emissions and congestion associated with the ridehailing industry.</div></div>","PeriodicalId":49421,"journal":{"name":"Transportation Research Part A-Policy and Practice","volume":"201 ","pages":"Article 104626"},"PeriodicalIF":6.8,"publicationDate":"2025-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145120361","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluating inclusive transit-oriented development with location affordability and its influencing factors 基于区位可负担性的包容性公交发展评价及其影响因素
IF 6.8 1区 工程技术
Transportation Research Part A-Policy and Practice Pub Date : 2025-09-20 DOI: 10.1016/j.tra.2025.104672
Changlong Ling , Zhenhua Chen , Jiawen Yang , Tianren Yang
{"title":"Evaluating inclusive transit-oriented development with location affordability and its influencing factors","authors":"Changlong Ling ,&nbsp;Zhenhua Chen ,&nbsp;Jiawen Yang ,&nbsp;Tianren Yang","doi":"10.1016/j.tra.2025.104672","DOIUrl":"10.1016/j.tra.2025.104672","url":null,"abstract":"<div><div>Transit-oriented development (TOD) is broadly hailed as a key strategy for promoting affordable and inclusive urban growth. Yet, housing and transportation unaffordability continues to pose significant challenges to social inclusion in TOD. Prior approaches often overlook the affordability dimension and rarely prioritize inclusion, despite it being a fundamental goal. This study introduces a novel inclusive TOD (iTOD) framework that explicitly integrates affordability into performance assessment. Combining open and big data with official statistics, we measure citywide location affordability indices for two prominent social groups—homebuyers and renters—and incorporate them into an inclusivity evaluation of 302 TOD sites in Shenzhen, China. Using Data Envelopment Analysis, we find that even generally well-developed sites often underperform in terms of inclusivity, with mean iTOD scores only ranging from 0.22 to 0.71 (out of 1)—indicating large potential for improvement. Clustering analysis identifies 20.5% of sites as considerably low-performing iTOD. Spatial regression reveals workforce housing availability as a determinant of inclusivity in some contexts. The findings underscore the need to incorporate affordability and inclusionary housing provision into TOD planning to systematically reflect transit investment effectiveness, ultimately aligning it with equitable urban development. These results offer actionable guidance for integrating affordable housing with high-capacity transit, enabling policymakers to target low-performing sites and advance equitable urban development.</div></div>","PeriodicalId":49421,"journal":{"name":"Transportation Research Part A-Policy and Practice","volume":"201 ","pages":"Article 104672"},"PeriodicalIF":6.8,"publicationDate":"2025-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145099419","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Interplay of social influence and goal-framing in shaping green travel preferences: the moderating role of travel purpose and companionship 社会影响和目标框架在形成绿色出行偏好中的相互作用:出行目的和陪伴的调节作用
IF 6.8 1区 工程技术
Transportation Research Part A-Policy and Practice Pub Date : 2025-09-20 DOI: 10.1016/j.tra.2025.104681
Huiying Lei , Xuedong Hua , Weijie Yu , Wei Wang
{"title":"Interplay of social influence and goal-framing in shaping green travel preferences: the moderating role of travel purpose and companionship","authors":"Huiying Lei ,&nbsp;Xuedong Hua ,&nbsp;Weijie Yu ,&nbsp;Wei Wang","doi":"10.1016/j.tra.2025.104681","DOIUrl":"10.1016/j.tra.2025.104681","url":null,"abstract":"<div><div>Green travel is a cornerstone in combating air pollution. Gaining insight into the determinants of residents’ green travel preferences is crucial for its successful implementation. Existing research tends to emphasize the direct influence of personal traits, emotions, and pre-existing perceptions on green travel preferences. However, it frequently overlooks the critical interactive process whereby social influences shape individual perceptions and comprehension of green travel options, thereby obscuring a critical mechanism underlying travel preferences. This paper integrates Social Influence Theory and Goal-Framing Theory to propose an expanded Stimulus-Organism-Response model, examining the effects of social influences, specifically including government policy, interpersonal influence, bandwagon effect, and imitation effect on residents’ green travel preferences. The paper further incorporates the moderating effect of travel purpose and companionship into the modeling framework. The model was empirically specified using the SEM model and survey data from 1,153 Chinese respondents. Our findings reveal that government policy, interpersonal influence, bandwagon effect, and imitation effect significantly shape residents’ green travel preferences. Moreover, the paper uncovers that gain, hedonic, and normative goal frames mediate the relationship between social influence and green travel preferences. The moderating effect of residents’ travel purpose and companionship is also confirmed in our models. Drawing on these insights, this paper suggests differentiated and multi-channel policy improvements, enabling governments to formulate compelling strategies to enhance urban residents’ green travel willingness.</div></div>","PeriodicalId":49421,"journal":{"name":"Transportation Research Part A-Policy and Practice","volume":"201 ","pages":"Article 104681"},"PeriodicalIF":6.8,"publicationDate":"2025-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145099418","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Managing parking and charging services for electric autonomous vehicles considering vehicle-to-grid facilities 考虑到车辆到电网设施,管理电动自动驾驶汽车的停车和充电服务
IF 6.8 1区 工程技术
Transportation Research Part A-Policy and Practice Pub Date : 2025-09-19 DOI: 10.1016/j.tra.2025.104680
Yihan Gao , Wei Liu , Zhuoye Zhang , Bo Du
{"title":"Managing parking and charging services for electric autonomous vehicles considering vehicle-to-grid facilities","authors":"Yihan Gao ,&nbsp;Wei Liu ,&nbsp;Zhuoye Zhang ,&nbsp;Bo Du","doi":"10.1016/j.tra.2025.104680","DOIUrl":"10.1016/j.tra.2025.104680","url":null,"abstract":"<div><div>Vehicle-to-grid (V2G) is an advanced technology that enables the transmission of energy from the battery of an electric vehicle to the grid, which provides opportunities to utilize electric autonomous vehicles (EAVs) as temporary storage for excessive energy. In the presence of V2G facilities, this paper formulates the joint choice equilibrium of parking and charging services and travel routes for users who need to park or charge their EAVs. Specifically, we consider that users who need to park (charge) their EAVs can choose either conventional parking (charging) service or V2G parking (charging) service, where V2G parking or charging service means that the EAV will be used for temporal power storage during parking or charging. The joint choice equilibrium is modeled as a variational inequality problem and the solution uniqueness/non-uniqueness issues of the equilibrium model have been examined. Considering the user choice equilibrium, we further investigate the optimal operation strategies of parking, charging and V2G operators, where these three operators might compete/cooperate with each other to maximize their benefits. Solution approaches for solving both the equilibrium model and the optimization model are proposed. Numerical studies demonstrated the proposed method and generated insights on how to manage/operate parking and charging services after integrating V2G facilities.</div></div>","PeriodicalId":49421,"journal":{"name":"Transportation Research Part A-Policy and Practice","volume":"201 ","pages":"Article 104680"},"PeriodicalIF":6.8,"publicationDate":"2025-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145099389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Adoption and frequency of motorcycle and car-based ride-hailing use across income groups in Yogyakarta, Indonesia 印度尼西亚日惹市各收入群体使用摩托车和汽车叫车服务的情况和频率
IF 6.8 1区 工程技术
Transportation Research Part A-Policy and Practice Pub Date : 2025-09-18 DOI: 10.1016/j.tra.2025.104671
Muchlis Muchlisin , Jaime Soza-Parra , Dick Ettema
{"title":"Adoption and frequency of motorcycle and car-based ride-hailing use across income groups in Yogyakarta, Indonesia","authors":"Muchlis Muchlisin ,&nbsp;Jaime Soza-Parra ,&nbsp;Dick Ettema","doi":"10.1016/j.tra.2025.104671","DOIUrl":"10.1016/j.tra.2025.104671","url":null,"abstract":"<div><div>In the Western setting, ride-hailing has gained widespread acceptance as a car-based (RH CAR) and on-demand transportation service over the last decade. However, in South-East Asia, due to a high prevalence of private motorcycle ownership, motorcycle-based ride-hailing (RH MC) has become more popular than RH CAR. In this study, we aim to examine ride-hailing usage among different income groups, specifically among above and below the poverty line communities, to identify potential differences in the adoption of ride-hailing services across both population segments. This paper investigates the adoption and frequency of use for RH MC and RH CAR in the Indonesian context. We conducted an analysis using primary data collected in Yogyakarta Province, Indonesia using binary logistic and random effect ordered logistic panel models, both before and during the COVID-19 pandemic. The results indicate that those living in poverty is less inclined to use ride-hailing services, and even when they do, their usage frequency is lower compared to the middle-high-income group. In general, our findings indicate that ride-hailing adopters are more frequently women, middle-young people, having middle-higher income and residents of urban areas. Based on the frequency of ride-hailing use, we found that RH CAR is commonly utilized by higher-income groups. This study suggests that middle-higher income individuals tend to use ride-hailing services more frequently, whether for RH MC or RH CAR. In light of these findings, we propose policy recommendations aimed at reducing transport poverty and enhancing mobility equity.</div></div>","PeriodicalId":49421,"journal":{"name":"Transportation Research Part A-Policy and Practice","volume":"201 ","pages":"Article 104671"},"PeriodicalIF":6.8,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145099388","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exponential effects of public purchasing subsidies: a full-sample analysis of electric vehicle adoption in Germany 政府采购补贴的指数效应:德国电动汽车采用的全样本分析
IF 6.8 1区 工程技术
Transportation Research Part A-Policy and Practice Pub Date : 2025-09-18 DOI: 10.1016/j.tra.2025.104668
Carsten Creutzburg, Leo M. Doerr, Wolfgang Maennig
{"title":"Exponential effects of public purchasing subsidies: a full-sample analysis of electric vehicle adoption in Germany","authors":"Carsten Creutzburg,&nbsp;Leo M. Doerr,&nbsp;Wolfgang Maennig","doi":"10.1016/j.tra.2025.104668","DOIUrl":"10.1016/j.tra.2025.104668","url":null,"abstract":"<div><div>This is a first study to employ a national full sample dataset for a socioeconomic analysis of the adoption of electric vehicles (EVs). We use the most recent vehicle registration dataset from the Federal Motor Transport Authority of Germany, which includes the complete underlying population of German vehicle owners. Combining web-scraped data covering all vehicles available in the German market with actual registration data allows a unique analysis of the individual decisions to purchase an EV. While most studies on EV adoption rely on surveys assessing a few hundred to several thousand respondents, our novel approach introduces a method to transform the official German vehicle registration database into a choice experiment format comprising five million observations representing ex-post revealed vehicle choice preferences. We confirm results of earlier studies finding that financial incentives are a most relevant factor for EV adoption, but innovate by finding exponential effects. An average subsidy of approximately €7700 resulted in EVs accounting for 12% of newly registered private vehicles. We estimate that this share would be 1.2% in the absence of subsidies. However, adoption rates would have increased exponentially to 20% if a uniform maximum subsidy of €9000 had been implemented over the entire observation period from 2011 to 2023.</div></div>","PeriodicalId":49421,"journal":{"name":"Transportation Research Part A-Policy and Practice","volume":"201 ","pages":"Article 104668"},"PeriodicalIF":6.8,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145099386","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Decoding travel behavioral intentions under flight delays via interpretable machine learning: Insights for safeguarding passenger mobility 通过可解释的机器学习解码航班延误下的旅行行为意图:保护乘客机动性的见解
IF 6.8 1区 工程技术
Transportation Research Part A-Policy and Practice Pub Date : 2025-09-18 DOI: 10.1016/j.tra.2025.104666
Yucheng Wang , Min Yang , Bozhan Qin , Yongqi Zhang
{"title":"Decoding travel behavioral intentions under flight delays via interpretable machine learning: Insights for safeguarding passenger mobility","authors":"Yucheng Wang ,&nbsp;Min Yang ,&nbsp;Bozhan Qin ,&nbsp;Yongqi Zhang","doi":"10.1016/j.tra.2025.104666","DOIUrl":"10.1016/j.tra.2025.104666","url":null,"abstract":"<div><div>Understanding passenger behavior under flight delays is crucial for developing proactive policies that mitigate disruption-induced adverse effects. To support more effective and foresighted interventions, this study conducted a joint revealed preference and stated preference (RP-SP) survey at Beijing Daxing International Airport (BDIA) to analyze travel behavioral intentions in delayed trips. An Extreme Gradient Boosting (XGBoost) model was employed to elucidate the relationships between travel choice shifts and a set of explanatory variables, including socio-demographic attributes, travel characteristics, perceived service quality at the airport, and delay scenario features. The results show that socio-demographic attributes (e.g., <em>work type</em>, <em>age</em>) and travel characteristics (e.g., <em>ticket price</em>) hold higher relative importance in interpreting travel behavioral intentions. It is therefore necessary to implement differentiated service strategies tailored to passenger groups with different behavioral intentions. Also, findings reveal that the spatial variable matters in trip cancellation and highlight the importance of expanding high-speed railway as an alternative during flight disruptions in underserved regions. By identifying key determinants and ranking their importance in interpreting passenger behavior changes via machine learning instead of traditional econometric models, this study advances disruption management by offering a practical framework for user profiling-driven service strategies against flight delays. It further informs the airport/airline operators in optimizing resource allocation by implementing anticipatory and differentiated policy interventions towards higher operational resilience in preparation for future disruptions. The insights help ensure that delayed passengers can complete their trips successfully or make smooth adjustments to travel choices, supported by services that align with individual needs and ultimately enhance the overall travel experience.</div></div>","PeriodicalId":49421,"journal":{"name":"Transportation Research Part A-Policy and Practice","volume":"201 ","pages":"Article 104666"},"PeriodicalIF":6.8,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145099385","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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