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Attributes and characteristics of quality in offshore air transportation service 海上航空运输服务质量的属性和特点
IF 3.3 Q3 TRANSPORTATION Pub Date : 2026-06-01 Epub Date: 2026-02-12 DOI: 10.1016/j.cstp.2026.101744
Camilla Gonzaga , Ana Beatriz Ribeiro , Vanielle Aparecida do Patrocinio Gomes , Thiago Padovani Xavier , Noéle Bissoli Perini de Souza
This study presents a comprehensive bibliographic and bibliometric review aimed at identifying and systematizing the main characteristics and quality attributes of offshore air transportation, particularly helicopter services connecting onshore bases to offshore oil and gas platforms. Despite its strategic importance for energy production and worker mobility, offshore air transport remains underexplored in terms of service quality and passenger perception. The analysis integrated publications from 2011 to 2025 retrieved from the Web of Science database, complemented by quantitative and qualitative evaluations using Biblioshiny and Bibliometrix tools. Eleven core attributes were identified, including Safety, Reliability, Service Frequency, Aircraft Conditions, Travel Time, Information Systems, Operator Behavior, and Infrastructure, which together define the technical, operational, and human dimensions of offshore air transport quality. Findings reveal a research gap in user-centered studies and highlight the potential to adapt quality assessment models, such as SERVQUAL, to the offshore context. This synthesis provides a conceptual foundation for future empirical applications and supports the development of management tools and performance indicators that enhance safety, efficiency, and passenger satisfaction in offshore aviation.
本研究提出了一个全面的参考文献和文献计量学综述,旨在确定和系统化海上航空运输的主要特征和质量属性,特别是连接陆上基地和海上油气平台的直升机服务。尽管海上航空运输对能源生产和工人流动具有战略重要性,但在服务质量和乘客感知方面仍未得到充分开发。该分析综合了从Web of Science数据库检索的2011年至2025年的出版物,并辅以使用Biblioshiny和Bibliometrix工具的定量和定性评估。确定了11个核心属性,包括安全性、可靠性、服务频率、飞机状况、旅行时间、信息系统、操作员行为和基础设施,它们共同定义了海上航空运输质量的技术、操作和人员维度。研究结果揭示了以用户为中心的研究的研究差距,并强调了将质量评估模型(如SERVQUAL)适应离岸环境的潜力。这种综合为未来的经验应用提供了概念基础,并支持开发管理工具和绩效指标,以提高海上航空的安全性、效率和乘客满意度。
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引用次数: 0
An explainable RF-CNN model for injury severity prediction in single-motorcycle crashes 一种可解释的RF-CNN模型用于单摩托车碰撞损伤严重程度预测
IF 3.3 Q3 TRANSPORTATION Pub Date : 2026-06-01 Epub Date: 2026-02-11 DOI: 10.1016/j.cstp.2026.101745
Sonita Sum , Panuwat Wisutwattanasak , Thanapong Champahom , Sajjakaj Jomnonkwao , Vatanavongs Ratanavaraha
Single-motorcycle crashes represent a critical transportation safety challenge, particularly in developing countries with high motorcycle usage. This study proposes a novel hybrid Random Forest-Convolutional Neural Network (RF-CNN) model for predicting injury severity in single-motorcycle crashes, addressing the persistent trade-off between predictive accuracy and model interpretability. Utilizing 5,975 single-motorcycle crashes from Thailand’s Highway Accident Information Management System (2016–2023), this study implemented a weighted ensemble framework combining Random Forest interpretability with CNN pattern recognition capabilities. The methodology included Random Forest-based feature selection identifying 25 critical variables across four domains (temporal, roadway, environmental, and crash characteristics), class balancing using SMOTE, and a weighted fusion strategy (85% CNN, 15% RF). Model performance was evaluated against standalone Random Forest, CNN, and Binary Logistic regression baselines using accuracy, precision, recall, and F1-Score metrics. The hybrid RF-CNN model achieved superior performance with 58.9% accuracy and a recall of 69.9%, outperforming all baseline models in severe-crash detection. SHAP explainability analysis revealed that nighttime conditions with electrical lighting emerged as the most influential severity factor, followed by lane configuration, curved roadway geometry, and behavioral factors including speeding and alcohol involvement. Complex interaction effects were identified, demonstrating the model’s capability to capture non-linear risk relationships. The findings provide actionable guidance for targeted interventions, including enhanced roadway lighting, curve-specific speed management, median upgrades, and improved work zone safety protocols. This research contributes to explainable AI applications in transportation safety, demonstrating that hybrid modeling approaches can balance predictive performance with interpretability while supporting evidence-based motorcycle safety policy in developing countries.
单人摩托车碰撞事故是一项重大的交通安全挑战,特别是在摩托车使用率高的发展中国家。本研究提出了一种新的混合随机森林-卷积神经网络(RF-CNN)模型,用于预测单摩托车碰撞的损伤严重程度,解决了预测准确性和模型可解释性之间的长期权衡。利用泰国公路事故信息管理系统(2016-2023)中的5975起单摩托车事故,本研究实现了一个将随机森林可解释性与CNN模式识别能力相结合的加权集成框架。该方法包括基于随机森林的特征选择,识别四个领域(时间、道路、环境和碰撞特征)的25个关键变量,使用SMOTE进行类平衡,以及加权融合策略(85% CNN, 15% RF)。使用准确性、精密度、召回率和F1-Score指标对独立随机森林、CNN和二进制逻辑回归基线进行模型性能评估。混合RF-CNN模型取得了58.9%的准确率和69.9%的召回率,在严重碰撞检测中优于所有基线模型。SHAP可解释性分析显示,夜间照明条件是最具影响的严重因素,其次是车道配置、弯曲的道路几何形状以及超速和酗酒等行为因素。发现了复杂的相互作用效应,证明了该模型捕捉非线性风险关系的能力。研究结果为有针对性的干预措施提供了可操作的指导,包括加强道路照明、曲线特定速度管理、中位数升级和改进工作区安全协议。这项研究有助于可解释的人工智能在交通安全方面的应用,表明混合建模方法可以平衡预测性能和可解释性,同时支持发展中国家基于证据的摩托车安全政策。
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引用次数: 0
Anticipating the consequences of zero-occupant vehicles (ZOV): a qualitative study of urban mobility impacts in Toronto 预测零乘员车辆(ZOV)的后果:多伦多城市交通影响的定性研究
IF 3.3 Q3 TRANSPORTATION Pub Date : 2026-03-01 Epub Date: 2026-01-29 DOI: 10.1016/j.cstp.2026.101735
Lisa L. Losada-Rojas , Eric J. Miller
The impact of Autonomous Vehicles (AVs) on our everyday lives depends on their usage and operation, as they can yield either favorable or unfavorable outcomes. AVs with self-driving capabilities can generate trips by zero-occupancy vehicles (ZOVs), i.e., AVs that travel without passengers. Unlike occupied AVs that replace human-driven trips, ZOVs generate additional empty vehicle circulation as they reposition between trips or seek parking, raising distinct concerns for traffic management, environmental sustainability, and infrastructure planning. While prior research has focused on quantitative modeling of ZOV impacts, policymakers and stakeholders’ perspectives on regulating this emerging technology remain underexplored. This study addresses this gap through qualitative analysis of focus groups and interviews with 45 stakeholders in Toronto, Canada, including planners, engineers, and policymakers. Toronto provides a relevant case study as a major North American city actively planning for AV deployment, with municipal authority over transportation policy that enables regulatory innovation. Through thematic analysis, we identify key policy concerns such as congestion management, environmental sustainability, infrastructure adaptation, and the economic implications of AV adoption. Stakeholders emphasized the need for regulatory interventions to limit unnecessary ZOV trips. Specific recommendations include establishing dedicated lanes and designated testing areas for safe ZOV deployment, creating comprehensive mobility pricing frameworks, and leveraging data from connected vehicles and infrastructure for real-time traffic management and emergency response prioritization. Standardization and cross-sector collaboration between government, industry, and academia were seen as critical to ensuring an effective transition. Our findings provide evidence-based guidance for policymakers navigating the regulatory challenges of ZOV deployment and highlight the need for adaptive, collaborative governance approaches in the context of rapidly evolving autonomous vehicle technology.
自动驾驶汽车(av)对我们日常生活的影响取决于它们的使用和操作,因为它们可以产生有利或不利的结果。具有自动驾驶功能的自动驾驶汽车可以通过零占用车辆(zov)产生行程,即没有乘客的自动驾驶汽车。与无人驾驶汽车取代人类驾驶的出行方式不同,zov会在行程之间重新定位或寻找停车位,从而产生额外的空车循环,这引起了人们对交通管理、环境可持续性和基础设施规划的明显关注。虽然之前的研究主要集中在ZOV影响的定量建模上,但政策制定者和利益相关者对监管这一新兴技术的看法仍未得到充分探讨。本研究通过对焦点小组的定性分析和对加拿大多伦多45名利益相关者的访谈来解决这一差距,其中包括规划师、工程师和政策制定者。作为积极规划自动驾驶汽车部署的北美主要城市,多伦多提供了一个相关的案例研究,市政当局制定了交通政策,从而实现了监管创新。通过专题分析,我们确定了关键的政策问题,如拥堵管理、环境可持续性、基础设施适应和自动驾驶采用的经济影响。利益相关者强调需要进行监管干预,以限制不必要的ZOV行程。具体建议包括为安全部署ZOV建立专用车道和指定测试区域,创建全面的移动定价框架,以及利用互联车辆和基础设施的数据进行实时交通管理和应急响应优先级排序。政府、工业界和学术界之间的标准化和跨部门合作被视为确保有效过渡的关键。我们的研究结果为政策制定者提供了基于证据的指导,以应对ZOV部署的监管挑战,并强调了在快速发展的自动驾驶汽车技术背景下,需要采用自适应、协作的治理方法。
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引用次数: 0
Corrigendum to “Influence of urban built environment on traffic accidents: The case of Eskisehir (Turkey)” [Case Stud. Transp. Policy 5(2) (2017) 306–313] “城市建筑环境对交通事故的影响:以埃斯基谢希尔(土耳其)为例”的勘误表。透明。政策5(2)(2017)306-313]
IF 3.3 Q3 TRANSPORTATION Pub Date : 2026-03-01 Epub Date: 2026-01-27 DOI: 10.1016/j.cstp.2026.101726
Ömür Kaygisiz , Metin Senbil , Ahmet Yildiz
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引用次数: 0
Coexisting on the move: Mobility conflicts and urban injustice in the peripheries of Greater Tunis 在移动中共存:大突尼斯周边地区的流动冲突和城市不公正
IF 3.3 Q3 TRANSPORTATION Pub Date : 2026-03-01 Epub Date: 2026-01-06 DOI: 10.1016/j.cstp.2026.101706
Hagui Abdelhamid
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引用次数: 0
Logistics-anchored attribution for cross-border e-commerce: A Belgian case study 跨境电子商务的物流锚定归因:比利时案例研究
IF 3.3 Q3 TRANSPORTATION Pub Date : 2026-03-01 Epub Date: 2026-02-05 DOI: 10.1016/j.cstp.2026.101740
Stijn Michielsen, Roel Gevaers, Wouter Dewulf
Definitions and statistics for (cross-border) e-commerce remain unsettled, and common proxies, corporate headquarters or website domains, do not track where fulfilment value is created. We propose a logistics-anchored attribution rule that classifies business-to-consumer transactions by the country of the last value-adding node immediately before last-mile injection (storage, pick/pack, labelling, quality control, returns triage). Using a common 2022 firm dataset for Belgium, we compare three approaches: headquarters-based, web-domain-based, and our logistics-anchored rule, while holding market totals, marketplace splits, and coverage constant and triangulating operations through twenty expert interviews.
Across methods, Belgium’s e-commerce is predominantly cross-border. The preferred logistics-anchored estimate attributes roughly one quarter of spend to domestic fulfilment and three quarters to cross-border nodes, concentrated in The Netherlands and Germany. Interviews link this pattern to higher labour costs, historically tighter evening/night-work rules, and platform consolidation that places pick/pack capacity just across the border. The results show how method choice alone shifts headline shares and why an attribution tied to fulfilment location provides a more operationally faithful and policy-relevant view than headquarters or domain proxies.
The approach is portable: with firm-level revenues, a standardised marketplace treatment (1P, 3P platform-fulfilled, 3P seller-fulfilled), and targeted operational triangulation, other countries can replicate the exercise to better align e-commerce measurement with physical flows and last-mile impacts.
(跨境)电子商务的定义和统计数据仍未确定,而常见的代理(公司总部或网站域名)无法追踪配送价值的创造地点。我们提出了一个以物流为基础的归因规则,该规则根据最后一英里注入(存储、挑选/包装、标签、质量控制、退货分类)之前最后一个增值节点所在的国家对企业对消费者的交易进行分类。使用比利时常见的2022年公司数据集,我们比较了三种方法:基于总部、基于网络域和我们的物流锚定规则,同时通过20次专家访谈保持市场总量、市场分割和覆盖范围不变和三角测量操作。从各个方面来看,比利时的电子商务主要是跨境的。更受青睐的以物流为基础的估计将大约四分之一的支出用于国内配送,四分之三用于跨境节点,这些节点集中在荷兰和德国。采访将这种模式与较高的劳动力成本、历史上更严格的夜间/夜间工作规定,以及将拣选/打包能力置于边境之外的平台整合联系起来。结果显示了方法选择如何单独改变标题份额,以及为什么与履行地点相关的归属比总部或域名代理提供了更可靠的操作和与政策相关的视图。这种方法是可移植的:通过公司层面的收入,标准化的市场处理(1P, 3P平台实现,3P卖家实现),以及有针对性的运营三角测量,其他国家可以复制这种做法,以更好地将电子商务测量与实物流量和最后一英里的影响结合起来。
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引用次数: 0
Evolving land value effects of BRT and MRT: Evidence from Jakarta’s mobility transition BRT和MRT的土地价值效应演变:来自雅加达交通转型的证据
IF 3.3 Q3 TRANSPORTATION Pub Date : 2026-03-01 Epub Date: 2025-11-20 DOI: 10.1016/j.cstp.2025.101668
Franco Jauregui-Fung , Tobias Kuhnimhof , Jeffrey Kenworthy
Bus rapid transit (BRT) has been widely adopted in emerging economies for its affordability and incremental implementation potential. Yet, many cities are now starting to implement urban rail as a higher-quality mass-transit alternative. This raises the question of the role of existing BRT networks once rail arrives, particularly regarding their land-value effects. This paper examines how BRT-related land value uplift (LVU) evolves after rail begins operation, using Jakarta as a case study. The study analyses residential land values around Transjakarta BRT and MRT Jakarta stations for 2017 (pre-rail) and 2021 (post-rail) using Ordinary Least Squares (OLS) and Geographically Weighted Regression (GWR). The findings reveal that (1) proximity to Transjakarta stations was associated with uplift in 2017, particularly in South Jakarta; (2) by 2021, BRT proximity penalties were reported citywide, especially in the north and east, but also in Central Jakarta; and (3) proximity to MRT Jakarta stations was associated with consistent uplift in 2021, with strongest effects at upgraded interchange nodes in South Jakarta. The timing and spatial coherence of these patterns are consistent with a rail-led substitution mechanism in which urban policy attention and developer actions concentrate willingness-to-pay near rail, while stand-alone BRT corridors increasingly reflect proximity penalties in prices. Policy recommendations include strategic co-location and integration of BRT-MRT stations, mitigating BRT proximity effects with context-sensitive station design, and timely transit-oriented development (TOD) and land value capture (LVC) at integrated hubs to harness value where market signals are strongest.
快速公交(BRT)因其可负担性和增量实施潜力在新兴经济体中被广泛采用。然而,许多城市现在开始实施城市轨道交通,作为一种更高质量的公共交通选择。这就提出了一个问题,即一旦铁路建成,现有BRT网络的作用,特别是考虑到它们对土地价值的影响。本文以雅加达为例,探讨了brt相关的土地价值提升(LVU)在铁路开始运营后的演变。该研究使用普通最小二乘法(OLS)和地理加权回归(GWR)分析了2017年(铁路建成前)和2021年(铁路建成后)雅加达捷运和捷运雅加达站周围的住宅土地价值。研究结果表明:(1)靠近雅加达trans站与2017年的隆升有关,特别是在南雅加达;(2)到2021年,在雅加达全市范围内,特别是在北部和东部,以及雅加达中部,都出现了BRT邻近处罚;(3)邻近雅加达捷运站与2021年的持续抬升有关,在雅加达南部升级的立交节点影响最大。这些模式的时间和空间一致性与铁路主导的替代机制是一致的,在这种机制中,城市政策的关注和开发商的行动集中在铁路附近的支付意愿,而独立的BRT走廊越来越多地反映了价格的邻近惩罚。政策建议包括BRT- mrt站点的战略性共址和整合,通过环境敏感型站点设计减轻BRT邻近效应,以及及时在综合枢纽进行以交通为导向的开发(TOD)和土地价值获取(LVC),以利用市场信号最强烈的价值。
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引用次数: 0
From ‘tale of two cities’ to ‘economic circle’: an assessment of the differential effects of high-speed railway on the economic growth of Chengdu-Chongqing twin-city economic circle 从“双城记”到“经济圈”:高铁对成渝双城经济圈经济增长的差异效应评价
IF 3.3 Q3 TRANSPORTATION Pub Date : 2026-03-01 Epub Date: 2026-01-01 DOI: 10.1016/j.cstp.2025.101704
Mao Changjiang, Luo Jian, Jiang xue, Jiao Shengyang
While numerous studies have investigated the regional economic impacts of high-speed rail (HSR), its role within “twin-core” urban agglomerations in topographically complex regions remains inadequately explored. This study addresses this gap by examining the Chengdu-Chongqing Economic Circle, a representative region characterized by complex mountainous terrain. Utilizing panel data from 2000 to 2020, apply both a multiperiod difference-in-differences (DID) approach and a Geographically and Temporally Weighted Regression (GTWR) model. This methodology elucidates the causal mechanisms and spatiotemporal heterogeneity of HSR’s differential economic effects on core versus peripheral cities.Our findings reveal three key results: (1) Although HSR significantly fosters aggregate regional economic growth, its benefits are distributed highly unevenly, exhibiting a pattern of uneven spatial diffusion. While core cities capture larger direct gains, significant positive spillovers to peripheral cities are identified. This diffusion effect, however, is strongly moderated by rugged terrain, which attenuates spillovers and perpetuates core-periphery disparities. (2) The GTWR model further delineates the underlying causes of this spatial heterogeneity. The complex, rugged topography significantly escalates HSR construction and operational costs, thereby attenuating its positive economic spillovers. Topography thus emerges as a critical moderating variable, accounting for the stark disparity in HSR derived economic benefits between flat and mountainous areas. (3) Mechanism analysis indicates that HSR primarily stimulates economic growth by boosting tertiary sector employment.This study provides causal and spatial empirical evidence for the applicability of the “core-periphery” theory in settings with complex topography. Our conclusions underscore the imperative of incorporating geographical constraints into transportation infrastructure planning. Accordingly, we propose targeted policy recommendations to foster regional coordination, mitigate topographical disadvantages, and advance the superior, integrated development of the Chengdu-Chongqing Economic Circle.
虽然已有大量研究调查了高速铁路(HSR)对区域经济的影响,但其在地形复杂地区的“双核”城市群中的作用仍未得到充分探讨。本研究通过考察成渝经济圈这一以复杂山地地形为特征的代表性区域来解决这一差距。利用2000年至2020年的面板数据,应用多期差中差(DID)方法和地理和时间加权回归(GTWR)模型。该方法阐明了高铁对核心城市和外围城市差异经济效应的因果机制和时空异质性。结果表明:(1)高铁对区域经济总量增长的促进作用显著,但其效益分布极不均匀,呈现不均匀的空间扩散格局;虽然核心城市获得了更大的直接收益,但对外围城市的显著正溢出效应已被确定。然而,这种扩散效应被崎岖的地形强烈地缓和了,这减弱了溢出效应,并使核心与外围的差距永久化。(2) GTWR模型进一步刻画了这种空间异质性的深层原因。复杂、崎岖的地形大大增加了高铁的建设和运营成本,从而减弱了其积极的经济溢出效应。因此,地形成为一个关键的调节变量,解释了平原和山区高铁带来的经济效益的明显差异。(3)机制分析表明,高铁主要通过促进第三产业就业来刺激经济增长。本研究为“核心-边缘”理论在复杂地形环境中的适用性提供了因果和空间经验证据。我们的结论强调了将地理限制纳入交通基础设施规划的必要性。据此,我们提出了有针对性的政策建议,以促进区域协调,缓解地形劣势,促进成渝经济圈的优质融合发展。
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引用次数: 0
Mitigating uncertainty due to the Red Sea Crisis: A scenario development application to the Port of Trieste, Italy 减轻红海危机带来的不确定性:意大利的里雅斯特港的场景开发应用
IF 3.3 Q3 TRANSPORTATION Pub Date : 2026-03-01 Epub Date: 2025-12-31 DOI: 10.1016/j.cstp.2025.101703
Caterina Caramuta, Alessia Grosso, Giovanni Longo
The severe repercussions of the Red Sea crisis on supply chains, as well as the disruptions caused by the Covid-19 pandemic and the Russia-Ukraine conflict, have highlighted once again their great vulnerability, especially in the face of major and unpredictable shocks. The impacts of these latter have therefore urged decision makers to define resiliency strategies to cope with the uncertainty characterizing the operating environment. With reference to a transport node, in this paper the scenario development approach has been adopted to formally investigate possible futures for the Port of Trieste, Italy, which was affected by the consequences of the recent geopolitical disruptions in the Middle East, at the Bab Al-Mandab Strait. Notably, the 2 × 2 matrix technique was used to envision potential scenarios after identifying two critical uncertainties, which represent the most impacting and yet uncertain driving forces of the problem at hand. In this way, based on the level of the traffic flow stability and of the adequacy of port transport infrastructures, four different scenarios have been depicted in qualitative terms and then, their implications have been discussed to propose the Port Authority some recommendations on possible counteractions. The results of the study suggest that valuable initiatives should consider risk sharing through public–private partnerships, the diversification of port services and the rapid implementation of technological advancements.
红海危机对供应链的严重影响,以及2019冠状病毒病大流行和俄罗斯-乌克兰冲突造成的中断,再次凸显了供应链的巨大脆弱性,特别是在面临重大和不可预测的冲击时。因此,后者的影响促使决策者制定弹性战略,以应对经营环境的不确定性特征。关于运输节点,本文采用了情景发展方法来正式调查意大利的里雅斯特港可能的未来,该港口受到最近中东曼德海峡地缘政治破坏后果的影响。值得注意的是,2 × 2矩阵技术用于在确定了两个关键不确定性之后设想潜在的场景,这两个关键不确定性代表了手头问题的最具影响力和最不确定的驱动力。这样,根据交通流量的稳定性和港口运输基础设施的充分性,定性地描述了四种不同的情景,然后讨论了它们的影响,就可能的对策向港务局提出了一些建议。研究结果表明,有价值的举措应考虑通过公私伙伴关系、港口服务多样化和快速实施技术进步来分担风险。
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引用次数: 0
Air tourism as a driver of coastal and ferry transport demand in Greece: A quantitative assessment 航空旅游作为希腊沿海和轮渡运输需求的驱动因素:定量评估
IF 3.3 Q3 TRANSPORTATION Pub Date : 2026-03-01 Epub Date: 2025-12-13 DOI: 10.1016/j.cstp.2025.101688
Ioannis Sitzimis
This study examines the relationship between international air tourist arrivals and coastal and ferry passenger transport in Greece in 2010–2024. Coastal passenger transport refers to longer-distance island–mainland and inter-island services, while ferry passenger transport concerns short shuttle crossings. Using annual data, with an additional distinction between high and low season, we apply Pearson and Spearman correlations, ordinary least squares regression, and independent-samples t-tests. We find a strong and statistically significant positive association between international air tourist arrivals and coastal passenger traffic. Regression estimates indicate that an additional one million international air tourist arrivals is accompanied, on average, by about 0.30–0.35 million extra coastal passengers, with stronger effects in the high season. For ferry passenger transport, correlations are positive but regression coefficients are not statistically significant and the residuals show persistent autocorrelation, even after first-difference models, so these results are treated as descriptive only and not used for effect-size or policy claims. The t-tests indicate that coastal passenger volumes in high-arrival years are about 3.1–3.2 million higher than in low-arrival years, whereas differences in ferry traffic remain small and statistically insignificant. On this basis, we argue that international air arrivals play an important role in shaping demand for coastal shipping, particularly on longer routes and on services to islands without airports. We also outline how this relationship can be used in the coordination of flight and ship schedules, in the prioritisation of port and fleet investments, and in measures that aim to improve connectivity and support sustainable tourism development in Greece’s island regions.
本研究考察了2010-2024年希腊国际航空游客抵达与沿海和渡轮客运之间的关系。沿海客运是指较长距离的岛与大陆和岛与岛之间的服务,而轮渡客运是指短途穿梭过境。使用年度数据,在旺季和淡季之间进行额外区分,我们应用Pearson和Spearman相关性,普通最小二乘回归和独立样本t检验。我们发现,国际航空旅客抵达与沿海客运量之间存在显著的正相关关系。回归估计表明,每增加100万国际航空旅客,平均约有30万至35万沿海旅客,在旺季影响更大。对于轮渡客运,相关性是正的,但回归系数没有统计学意义,残差显示持续的自相关,即使在第一差分模型之后,因此这些结果仅被视为描述性的,而不用于效应大小或政策索赔。t检验表明,高到达年的沿海客运量比低到达年高出约310万至320万,而渡轮客运量的差异仍然很小,统计上不显著。在此基础上,我们认为,国际航空到达在形成对沿海航运的需求方面发挥着重要作用,特别是在较长的航线和到没有机场的岛屿的服务方面。我们还概述了如何利用这种关系协调航班和船舶时刻表,确定港口和船队投资的优先次序,并采取措施改善连通性,支持希腊岛屿地区旅游业的可持续发展。
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引用次数: 0
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