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E-shopper innovativeness and parcel locker adoption: Mediating roles of social influence and trust, and the moderating impact of transaction costs 网络购物者创新与储物柜采用:社会影响与信任的中介作用,以及交易成本的调节作用
IF 4.4 2区 工程技术 Q2 BUSINESS Pub Date : 2025-10-28 DOI: 10.1016/j.rtbm.2025.101550
Yusuf Arslan
This study examines the effect of e-shopper innovativeness (i.e., consumers' tendency to adopt new ideas and technologies before others) on parcel locker (PL) adoption in an emerging market context (Turkey). It introduces a conceptual model incorporating social influence and trust as mediating variables, and transaction costs as a moderating factor. Based on a survey of 363 online shoppers in Sakarya, Turkey, structural equation modeling and PROCESS analyses reveal that innovativeness significantly enhances PL adoption both directly and through increased trust and social influence. However, high perceived transaction costs are found to weaken these effects. The final model explains 76 % of the variance in PL adoption intention. Theoretically, our findings extend the Technology Acceptance Model (TAM)/Unified Theory of Acceptance and Use of Technology (UTAUT) based frameworks by incorporating individual innovativeness into the technology acceptance model and highlighting the mediating roles of trust and social influence. Integrating a transaction cost perspective further provides a more comprehensive view of PL adoption drivers and barriers. Practically, the study suggests that e-commerce and logistics providers should target innovative consumers as early adopters, leverage peer influence, build trust in PL systems, and minimize perceived transaction costs to accelerate parcel locker adoption.
本研究考察了在新兴市场背景下(土耳其),电子购物者的创新性(即消费者倾向于在其他人之前采用新想法和新技术)对包裹储物柜(PL)采用的影响。引入了以社会影响和信任为中介变量,交易成本为调节因子的概念模型。基于对土耳其Sakarya的363名在线购物者的调查,结构方程模型和过程分析表明,创新性通过直接和通过增加信任和社会影响力显着提高了PL的采用。然而,高感知交易成本削弱了这些影响。最后的模型解释了PL采用意图中76%的差异。从理论上讲,我们的研究结果扩展了基于技术接受模型(TAM)/技术接受与使用统一理论(UTAUT)的框架,将个人创新纳入技术接受模型,并强调信任和社会影响的中介作用。集成交易成本视角进一步提供了一个更全面的PL采用驱动因素和障碍的视图。实际上,该研究表明,电子商务和物流提供商应该将创新消费者作为早期采用者,利用同行影响力,建立对物流系统的信任,并最大限度地降低感知交易成本,以加速包裹寄存柜的采用。
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引用次数: 0
High-speed rail networks and intercity collaborative innovation: An agglomeration-network externalities perspective 高铁网络与城际协同创新:集聚-网络外部性视角
IF 4.4 2区 工程技术 Q2 BUSINESS Pub Date : 2025-10-25 DOI: 10.1016/j.rtbm.2025.101538
Bokai Fan , Yuan Zang
This study investigates the mechanisms through which high-speed rail (HSR) networks facilitate intercity collaborative innovation by agglomeration externalities and network externalities within a unified “agglomeration-network externalities” framework. From the agglomeration perspective, we analyze how HSR access in node cities enhances the quantity, quality, and diversity of intercity innovation cooperation. From the network perspective, we identify four key intercity effects—labor pooling, knowledge spillover, talent mobility, and service sharing—while examining how urban network characteristics and intercity boundary segmentation heterogeneously shape HSR-driven innovation collaboration. Based on the comprehensive perspective of agglomeration-network externalities, we further propose that the HSR network drives intercity collaborative innovation through three mechanisms: efficiency enhancement, global spillover, and synergistic amplification effects. Empirical results demonstrate that HSR significantly improves the scale and quality of intercity collaborative innovation in nodal cities, primarily through knowledge agglomeration, talent concentration, and capital accumulation, though these effects diminish sequentially. However, HSR also reduces average partnership intensity due to frequent restructuring of collaborative ties and knowledge-base convergence. Network analysis reveals that HSR strengthens intercity innovation through four decreasingly potent mechanisms: talent mobility (strongest), labor pooling, service sharing, and knowledge spillovers (weakest). These effects exhibit core-periphery heterogeneity, with the strongest impacts observed between core network cities. Boundary effects follow a hierarchical breakdown pattern, with policy barriers being most resistant, followed by administrative, cultural, and geographical boundaries. Finally, structural optimization of HSR commuting networks amplifies the three key agglomeration-network effects, with synergistic amplification demonstrating the strongest influence, followed by global spillovers and efficiency gains.These findings contribute to the literature by (1) advancing a dual-space theoretical framework for transport infrastructure and innovation diffusion, and (2) providing empirical evidence on the heterogeneous spatial effects of HSR networks. The study offers policy insights for regional innovation planning and HSR network optimization.
本研究在统一的“集聚-网络外部性”框架下,通过集聚外部性和网络外部性考察高铁网络促进城际协同创新的机制。从集聚视角分析节点城市高铁接入如何提升城际创新合作的数量、质量和多样性。从网络视角出发,我们确定了劳动力汇集、知识溢出、人才流动和服务共享这四个关键城际效应,同时研究了城市网络特征和城际边界分割如何异质地塑造高铁驱动的创新协作。基于集聚网络外部性的综合视角,我们进一步提出高铁网络通过效率提升、全球溢出和协同放大效应三种机制驱动城际协同创新。实证结果表明,高铁显著提升了节点城市城际协同创新的规模和质量,主要是通过知识集聚、人才集聚和资本积累,但这些效应依次递减。然而,高铁也降低了平均伙伴关系强度,由于频繁重组的合作关系和知识库的收敛。网络分析表明,高铁通过人才流动(最强)、劳动力汇集、服务共享和知识溢出(最弱)四种逐渐减弱的机制促进城际创新。这些影响表现出核心与外围的异质性,在核心网络城市之间的影响最大。边界效应遵循层级分解模式,政策障碍最具抵抗力,其次是行政、文化和地理边界。最后,高铁通勤网络的结构优化放大了三个关键的集聚网络效应,其中协同效应放大的影响最大,其次是全球溢出效应和效率增益效应。这些发现对文献的贡献在于:(1)提出了交通基础设施与创新扩散的双空间理论框架;(2)为高铁网络的异质性空间效应提供了实证证据。研究结果为区域创新规划和高铁网络优化提供了政策启示。
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引用次数: 0
How value, cost, and emotions drive electric motorcycle adoption in Vietnam: A cognitive–affective–conative approach 价值、成本和情感如何驱动越南的电动摩托车采用:一种认知-情感-思维方法
IF 4.4 2区 工程技术 Q2 BUSINESS Pub Date : 2025-10-25 DOI: 10.1016/j.rtbm.2025.101534
Bien Van Nguyen , Duy Quy Nguyen-Phuoc , Nhat Dinh Quang Vo , Diep Ngoc Su , Oscar Oviedo-Trespalacios
Urban transportation in Vietnam, dominated by fossil fuel-powered motorbikes, is causing severe air pollution, contributing to climate change, and posing a threat to public health. In response to these challenges, promoting the transition from traditional motorbikes to electric motorcycles (EMs) is considered a sustainable transportation solution, aligning with the global trend toward green development. However, to expand market share and enhance the acceptance of electric motorcycles, a deeper understanding of consumer perception and behavior is essential. This study aims to develop and test a research model based on the cognitive–affective–conative framework. Data collected from 506 conventional motorbike users in Vietnam were analyzed using the SEM method. The study employs a second-order model, grounded in the cognitive–affective–conative framework, to evaluate the relationship between perceived value and perceived cost with the intention to use electric motorcycles, mediated by the role of anticipated emotions. The findings clarify the role of perceived value and perceived cost in shaping customers' anticipated emotions, which significantly influence their intention to switch to electric motorcycles. These insights not only provide valuable information for manufacturers and policymakers but also contribute to shaping development and marketing strategies for electric motorcycles in the future.
越南的城市交通以化石燃料驱动的摩托车为主,造成了严重的空气污染,加剧了气候变化,并对公众健康构成威胁。为了应对这些挑战,推动从传统摩托车向电动摩托车(EMs)的过渡被认为是一种可持续的交通解决方案,与全球绿色发展的趋势相一致。然而,要扩大市场份额,提高电动摩托车的接受度,更深入地了解消费者的认知和行为是必不可少的。本研究旨在建立并检验一个基于认知-情感-意蕴框架的研究模型。从越南506名传统摩托车使用者收集的数据使用扫描电镜方法进行分析。本研究采用基于认知-情感-意向框架的二阶模型,在预期情绪的中介作用下,评估电动摩托车使用意向的感知价值和感知成本之间的关系。研究结果明确了感知价值和感知成本在塑造消费者预期情绪中的作用,这显著影响了他们转向电动摩托车的意愿。这些见解不仅为制造商和政策制定者提供了有价值的信息,而且有助于制定未来电动摩托车的开发和营销策略。
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引用次数: 0
Corrigendum to “Tourist perceptions of robotaxis through perceived risk theory and technology acceptance model: Focusing on the ICT development index” Research in Transportation Business & Management, Volume 64, January 2026, 101526, start page 1–15 “通过感知风险理论和技术接受模型对自动驾驶出租车的游客感知:关注ICT发展指数”,《交通运输商业与管理研究》,第64卷,2026年1月,101526,开始页1-15
IF 4.4 2区 工程技术 Q2 BUSINESS Pub Date : 2025-10-25 DOI: 10.1016/j.rtbm.2025.101542
Jinsoo Hwang , Heather Markham Kim , Jinpyo Park , Noman Sahito , Ja Young Jacey Choe
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引用次数: 0
The impact of China's Transit Metropolis Pilot program on carbon emissions 中国城市交通试点项目对碳排放的影响
IF 4.4 2区 工程技术 Q2 BUSINESS Pub Date : 2025-10-24 DOI: 10.1016/j.rtbm.2025.101544
Pengxiang Ding , Suwei Feng , Dorina Pojani
This study examines the effects of China's The Transit Metropolis Pilot (TMP) program on carbon emissions across 273 cities from 2006 to 2019, a quasi-natural experimental design and a staged difference-in-differences model are used. This study draws several noteworthy conclusions: (1) The TMP program has proven effective in directly reducing carbon emissions in China. In comparison to non-pilot cities, the pilots have achieved a commendable 13.4 % reduction in carbon emission intensity and an 8.3 % decrease in total carbon emissions. (2) Notably, the program's impact is more pronounced in larger cities and in the western regions of the country. (3) TMP has a lasting effect on carbon emissions, persisting for one to five years after the pilot implementation. And (4) The TMP program affects emissions indirectly through ‘Avoid-Shift-Improve’ mechanisms, which include restrictions on car purchase/use, enhancements in public transport, investments in urban technology, and the adoption of new energy vehicles.
本研究采用准自然实验设计和分阶段差中差模型,考察了2006 - 2019年中国273个城市的交通大都市试点(TMP)计划对碳排放的影响。本研究得出了几个值得注意的结论:(1)TMP计划在中国直接减少碳排放方面已被证明是有效的。与非试点城市相比,试点城市的碳排放强度降低了13.4%,碳排放总量降低了8.3%。值得注意的是,该计划的影响在大城市和西部地区更为明显。(3) TMP对碳排放的影响具有持续性,在试点实施后持续1 ~ 5年。(4) TMP计划通过“避免-改变-改善”机制间接影响排放,包括限制汽车购买/使用、加强公共交通、投资城市技术和采用新能源汽车。
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引用次数: 0
Multimodal transport infrastructure and foreign direct Investment in Saudi Arabia: An ARDL approach 沙特阿拉伯的多式联运基础设施和外国直接投资:ARDL方法
IF 4.4 2区 工程技术 Q2 BUSINESS Pub Date : 2025-10-24 DOI: 10.1016/j.rtbm.2025.101543
Ben Soltane Bassem
Transport infrastructure is widely recognized as a key driver of foreign direct investment (FDI), yet most studies treat it as a homogeneous factor. In rapidly transforming economies such as Saudi Arabia, where Vision 2030 places strong emphasis on connectivity, understanding how different modes of transport influence investment attraction is essential for advancing diversification goals. Despite major investments in roads, airports, and ports, there is virtually no empirical research on their differentiated effects in Saudi Arabia. Existing studies either focus on single modes or on generic FDI determinants, leaving the multimodal perspective entirely unexplored within the country's structural transformation. This paper addresses that gap by analyzing how road, air, and maritime infrastructure affect FDI inflows to Saudi Arabia, alongside key macroeconomic and institutional determinants. Using annual data from 1990 to 2022, the study applies the Autoregressive Distributed Lag (ARDL) approach to capture both long-run relationships and short-run dynamics. The results indicate that road and air networks exert the strongest positive influence on FDI, while maritime infrastructure plays a more modest but still positive role. Additional factors such as GDP per capita, trade openness, government investment, political stability, and control of corruption also prove significant in shaping the country's ability to attract foreign capital. These findings show that not all modes of transport contribute equally to investment inflows and highlight the importance of targeted improvements in road–air corridors, streamlined port logistics, and stronger institutional frameworks. By disaggregating transport infrastructure, the study provides new evidence for the Saudi context and offers policymakers practical insights for aligning infrastructure priorities with the objectives of Vision 2030.
交通基础设施被广泛认为是外国直接投资(FDI)的关键驱动因素,但大多数研究将其视为同质因素。在沙特阿拉伯等快速转型的经济体中,《2030年愿景》非常强调连通性,了解不同的运输方式如何影响吸引投资对于推进多样化目标至关重要。尽管在道路、机场和港口方面进行了大量投资,但在沙特阿拉伯,几乎没有关于这些投资的差异化效应的实证研究。现有的研究要么集中在单一模式上,要么集中在一般的外国直接投资决定因素上,在该国的结构转型中完全没有探索多模式的观点。本文通过分析公路、航空和海上基础设施如何影响沙特阿拉伯的外国直接投资流入,以及关键的宏观经济和制度决定因素,解决了这一差距。利用1990年至2022年的年度数据,该研究应用自回归分布滞后(ARDL)方法来捕捉长期关系和短期动态。结果表明,公路和航空网络对FDI的正向影响最大,而海上基础设施对FDI的正向影响较小。人均国内生产总值、贸易开放程度、政府投资、政治稳定和腐败控制等其他因素也被证明在塑造一个国家吸引外国资本的能力方面具有重要意义。这些研究结果表明,并非所有运输方式对投资流入的贡献都是平等的,并强调了有针对性地改善公路-空中走廊、简化港口物流和加强体制框架的重要性。通过对交通基础设施进行分类,该研究为沙特的国情提供了新的证据,并为政策制定者提供了将基础设施优先事项与“2030年愿景”目标保持一致的实际见解。
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引用次数: 0
Life cycle approach to optimal placement of electric charging infrastructure with solar photovoltaic integration 太阳能光伏集成充电基础设施优化配置的生命周期方法
IF 4.4 2区 工程技术 Q2 BUSINESS Pub Date : 2025-10-24 DOI: 10.1016/j.rtbm.2025.101516
Noor Yaseen, Waqas Ahmed, Naveed Wassan
This study develops a mixed integer linear programming model to optimize the placement and capacity of electric bus charging stations, while integrating solar photovoltaic systems to reduce reliance on the national grid. The model minimizes total infrastructure and operational costs while maintaining network connectivity and integrating sustainable energy sources. A life cycle cost (LCC) analysis is incorporated to evaluate the long-term economic viability of electric buses compared to diesel alternatives. The model is applied to Pakistan's intercity motorway network, using real operational data from 458 electric buses across 30 interchanges. Results indicate that 16 charging locations optimally balance demand and cost, and solar PV integration significantly reduces energy expenditures. The discounted payback period is estimated at 5.55 years, with net present value savings of $71.07 million over ten years. The findings provide actionable insights for policymakers and stakeholders to invest in sustainable transportation infrastructure. The model assumptions and scalability are discussed, and potential enhancements through robust and AI-based optimization are proposed. This research offers a scalable framework to support sustainable transport infrastructure planning in resource-constrained regions.
本研究发展一个混合整数线性规划模型,以优化电动巴士充电站的布局和容量,同时整合太阳能光伏系统,以减少对国家电网的依赖。该模型在保持网络连接和整合可持续能源的同时,最大限度地降低了总基础设施和运营成本。采用生命周期成本(LCC)分析来评估电动公交车与柴油替代品相比的长期经济可行性。该模型应用于巴基斯坦城际高速公路网,使用了30个立交桥上458辆电动公交车的真实运行数据。结果表明,16个充电点达到了需求和成本的最佳平衡,太阳能光伏集成显著降低了能源支出。贴现回收期估计为5.55年,10年内净现值节省7 107万美元。研究结果为决策者和利益相关者投资可持续交通基础设施提供了可行的见解。讨论了模型的假设和可扩展性,并提出了通过鲁棒性和基于人工智能的优化来增强模型的可能性。本研究提供了一个可扩展的框架,以支持资源受限地区的可持续交通基础设施规划。
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引用次数: 0
Does risk management orientation matter for supply chain resilience? Exploring the role of triple-A supply chain capabilities 风险管理导向对供应链弹性是否重要?探索aaa级供应链能力的作用
IF 4.4 2区 工程技术 Q2 BUSINESS Pub Date : 2025-10-23 DOI: 10.1016/j.rtbm.2025.101539
Abdullah Kaid Al-Swidi , Mohammed A. Al-Hakimi , Saheim Khalaf A.J. Al-Temimi , Ibraheem Saleh Al Koliby
In the last decade, studies on how risk management-oriented firms enhance supply chain resilience (SCR) have proliferated. However, there is still a debate about the actual role of risk management orientation (RMO) and the mechanisms through which this is achieved. To address this gap, this study aims to empirically investigate the impact of risk management orientation (RMO) on supply chain resilience (SCR), as well as the mediating role of triple-A supply chain capabilities (agility, adaptability and alignment). To evaluate the suggested model, data from 318 manufacturing SMEs in India were collected and analyzed using the PLS-SEM technique via SmartPLS software. The empirical results showed a positive influence of agility and adaptability on SCR, with a greater effect of adaptability. In addition, RMO enables firms to develop agility, adaptability and alignment. More importantly, RMO indirectly affects SCR through agility and adaptability. This study confirms the importance of RMO for improving SCR among manufacturing SMEs in the context of developing countries. Importantly, it highlights the mechanism through which RMO affects SCR by investigating the mediating role of triple-A supply chain capabilities.
在过去的十年中,关于风险管理导向的企业如何提高供应链弹性(SCR)的研究激增。然而,关于风险管理导向(RMO)的实际作用和实现这一目标的机制仍然存在争议。为了解决这一差距,本研究旨在实证研究风险管理导向(RMO)对供应链弹性(SCR)的影响,以及aaa级供应链能力(敏捷性、适应性和一致性)的中介作用。为了评估建议的模型,我们收集了来自印度318家制造业中小企业的数据,并通过SmartPLS软件使用PLS-SEM技术进行了分析。实证结果表明,敏捷性和适应性对SCR有正向影响,其中适应性的影响更大。此外,RMO使企业能够发展敏捷性、适应性和一致性。更重要的是,RMO通过敏捷性和适应性间接影响SCR。本研究证实了RMO对于改善发展中国家制造业中小企业SCR的重要性。重要的是,它通过调查aaa级供应链能力的中介作用,强调了RMO影响SCR的机制。
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引用次数: 0
Economic pragmatism and strategic coherence: A conjoint analysis of hybridization trade-offs in low-cost airlines 经济实用主义和战略一致性:低成本航空公司混合权衡的联合分析
IF 4.4 2区 工程技术 Q2 BUSINESS Pub Date : 2025-10-23 DOI: 10.1016/j.rtbm.2025.101540
Mateus Pongeluppi, Sveinn Vidar Gudmundsson
Low-cost carriers (LCCs) face a critical tension when pursuing growth: whether to prioritize economic pragmatism or strategic coherence in adopting hybrid activities. We employ conjoint analysis (CA) with 125 senior airline managers to quantify decision trade-offs over four strategic attributes. Results reveal that cost control (46.8 %) and revenue generation (28.1 %) dominate hybridization choices, while customer satisfaction (13.9 %) and activity alignment with the low-cost model (11.2 %) exert lesser influence. The distribution of accepted and rejected CA profiles shows that managers claim activity alignment and customer satisfaction matter, but in practice, costs and revenues dominate their choices. The results show that managerial background matters as LCC-experienced senior managers enforce cost discipline to a greater extent than hybrid/full-service airline backgrounds, who favor additional revenue/customer satisfaction activities to a greater extent. Overall, the results reveal that, in practice, the process of hybridization, in response to growth constraints, is driven to a larger extent by economic pragmatism than by coherent strategic frameworks.
低成本航空公司(lcc)在追求增长时面临着一个关键的紧张关系:在采用混合业务时,是优先考虑经济实用主义,还是优先考虑战略一致性。我们采用联合分析(CA)与125高级航空公司管理人员量化决策权衡四个战略属性。结果显示,成本控制(46.8%)和创收(28.1%)主导了混合动力车的选择,而客户满意度(13.9%)和与低成本模式的活动一致性(11.2%)的影响较小。被接受和被拒绝的CA配置文件的分布表明,管理者声称活动一致性和客户满意度很重要,但在实践中,成本和收入主导了他们的选择。研究结果表明,管理背景的影响因素是,低成本航空公司经验丰富的高级管理人员比混合/全服务航空公司背景的高级管理人员在更大程度上执行成本纪律,混合/全服务航空公司背景的高级管理人员更倾向于额外收入/客户满意度活动。总体而言,研究结果表明,在实践中,为了应对增长约束,混合化过程在更大程度上是由经济实用主义驱动的,而不是由连贯的战略框架驱动的。
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引用次数: 0
Improved DEA model based on possibility degree theory for general aviation operational efficiency assessments 基于可能性度理论的通用航空运行效率评价改进DEA模型
IF 4.4 2区 工程技术 Q2 BUSINESS Pub Date : 2025-10-21 DOI: 10.1016/j.rtbm.2025.101536
Shenzi Yang , Fan Li , Hong Sun
To assess the efficiency under different resource allocation scenarios and achieve a comprehensive efficiency ranking, based on flight training trainee panel data, this study uses egoistic and non-egoistic models to generate efficiency intervals. An attitude function is then incorporated into the possibility degree theory to achieve a complete ranking of training efficiency that considers the developmental preferences of trainees. The results show that most trainees achieve a good balance between flight training and team cooperation. Comparative results indicate that the proposed model is more stable than the super-efficiency model and more accurate than the virtual frontier model. The proposed method provides valuable insights into efficiency changes under different resource configurations, which offer guidance and optimization recommendations for both flight training institutions and trainees.
为了评估不同资源配置情景下的效率,实现综合效率排序,本研究基于飞行训练学员面板数据,采用自利和非自利模型生成效率区间。然后,在可能性度理论中引入态度函数,得到考虑学员发展偏好的完整培训效率排序。结果表明,大多数学员在飞行训练和团队合作之间取得了很好的平衡。对比结果表明,该模型比超效率模型更稳定,比虚拟边界模型更精确。该方法为不同资源配置下的效率变化提供了有价值的见解,为飞行训练机构和学员提供了指导和优化建议。
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引用次数: 0
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Research in Transportation Business and Management
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