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Designing an agricultural waste collection and transport network based on robust optimization 基于鲁棒优化的农业废弃物收集运输网络设计
IF 5.4 2区 经济学 Q1 ECONOMICS Pub Date : 2025-11-14 DOI: 10.1016/j.seps.2025.102375
Yanju Chen , Yan Liu , Yuhan Wang
Agricultural waste, a widely available resource, has long been plagued by issues of dispersion and inefficient collection. Its improper handling poses serious threats to human health, ecological environment, and economic development. Waste collection and recycling are among the effective measures currently being implemented in many regions to promote sustainable and green development. Waste management is a complex planning issue in an uncertain environment. Designing a more comprehensive and practical agricultural waste collection and transport (AWCT) network is crucial for effective agricultural waste management. This location–allocation–routing problem (LARP) aims to optimize the locations of collection centers (CCs) and processing centers (PCs), effectively allocate waste collected demands, and determine the optimal vehicle routes. This paper focuses on designing a robust AWCT network which can deal with the challenge of uncertainty due to incomplete distribution information. Firstly, two ambiguity sets are proposed to characterize the amount of agricultural waste collected and the operating cost of CC under partial distribution information. Then a distributionally robust optimization (DRO) model is proposed and transformed into a computable mixed-integer linear programming (MILP) form equivalently. Furthermore, a Benders decomposition (BD) algorithm is developed for solving the MILP model. Finally, this method is applied to a case in Shenyang, Liaoning Province, China, to demonstrate the effectiveness of the proposed model and algorithm. The main experimental results show that: (1) The network designed by the proposed model can withstand the influence of uncertainty in the amount of agricultural waste collected and the operating cost of CC at a relatively small robustness price; (2) Managers can adjust the parameters according to their own preferences to achieve a balance between total cost and robustness. The proposed AWCT network design model has certain application prospects. It can provide practical decision-making support for formulating targeted policies and strategies, so as to promote sustainable development and resource utilization, and offer a comprehensive framework for agricultural waste management practices.
农业废弃物是一种广泛利用的资源,长期以来一直存在着分散和低效收集的问题。处置不当对人类健康、生态环境和经济发展构成严重威胁。垃圾收集和回收利用是目前许多地区正在实施的有效措施之一,以促进可持续和绿色发展。在不确定的环境下,废物管理是一个复杂的规划问题。设计一个更全面和实用的农业废物收集和运输网络对于有效的农业废物管理至关重要。定位-分配-路径问题(LARP)旨在优化收集中心(cc)和处理中心(pc)的位置,有效分配废物收集需求,并确定最优车辆路线。设计了一种鲁棒的AWCT网络,该网络能够处理由于分布信息不完全导致的不确定性挑战。首先,提出了两个模糊集来表征部分分布信息下的农业废弃物收集量和CC运行成本;然后提出了分布鲁棒优化(DRO)模型,并将其等效转化为可计算的混合整数线性规划(MILP)形式。在此基础上,提出了求解MILP模型的Benders分解算法。最后,将该方法应用于辽宁省沈阳市的一个案例,验证了该模型和算法的有效性。主要实验结果表明:(1)该模型设计的网络能够以较小的鲁棒性价格承受农业废弃物收集量和CC运行成本不确定性的影响;(2)管理者可以根据自己的偏好调整参数,以达到总成本和鲁棒性之间的平衡。所提出的AWCT网络设计模型具有一定的应用前景。它可以为制定有针对性的政策和战略提供切实可行的决策支持,从而促进可持续发展和资源利用,并为农业废弃物管理实践提供一个综合框架。
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引用次数: 0
A review on multi-criteria decision-making in passenger transportation: Trends, methods, and future directions 客运多准则决策研究进展:趋势、方法及未来发展方向
IF 5.4 2区 经济学 Q1 ECONOMICS Pub Date : 2025-11-13 DOI: 10.1016/j.seps.2025.102384
Eren Kamber, Buse Yücel, Mehmet Gümüş
This study provides a systematic review of the application of Multi-Criteria Decision-Making (MCDM) methods in passenger transportation. Analyzing 74 studies published between 2009 and 2025, the review classifies research based on transportation modes, methodological approaches, and sustainability dimensions. The findings reveal an increasing preference for fuzzy-based MCDM methods such as Fuzzy-AHP, TOPSIS, VIKOR, and DEMATEL to manage uncertainties in complex decision problems. Although sustainability principles are included in many studies, only a minority treat sustainability as the primary focus. The literature emphasizes service quality evaluation, passenger satisfaction, and system efficiency, with notable gaps in comprehensive sustainability-focused models and underexplored domains like maritime passenger safety. Keyword and research area analyses confirm the interdisciplinary nature of the field, linking transportation with engineering, computer science, environmental sciences, and economics. The study concludes with specific future research directions, including user-friendly hybrid MCDM frameworks, real-time data integration, and expanded focus on social and environmental sustainability. These recommendations aim to guide researchers and practitioners toward more inclusive, practical, and sustainable transportation decision-making models.
本文对多准则决策(MCDM)方法在客运决策中的应用进行了系统综述。分析了2009年至2025年间发表的74项研究,该综述根据交通方式、方法方法和可持续性维度对研究进行了分类。研究结果表明,越来越多的人倾向于基于模糊的MCDM方法,如Fuzzy-AHP、TOPSIS、VIKOR和DEMATEL,以管理复杂决策问题中的不确定性。虽然许多研究都包括可持续性原则,但只有少数研究将可持续性作为主要焦点。文献强调服务质量评价、旅客满意度和系统效率,在以综合可持续性为重点的模型和海上旅客安全等未充分探索的领域存在显著差距。关键词和研究领域分析证实了该领域的跨学科性质,将交通运输与工程学、计算机科学、环境科学和经济学联系起来。研究总结了未来的具体研究方向,包括用户友好型混合MCDM框架、实时数据集成以及扩大对社会和环境可持续性的关注。这些建议旨在指导研究人员和实践者建立更具包容性、实用性和可持续性的交通决策模型。
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引用次数: 0
Research on the efficiency of technology transfer in Chinese universities from the perspective of supply and demand 供求视角下的中国高校技术转移效率研究
IF 5.4 2区 经济学 Q1 ECONOMICS Pub Date : 2025-11-13 DOI: 10.1016/j.seps.2025.102382
Shiqing Liu , Minyi He , Qian Zhou , Jun Ma , Zhen Zhao
The primary challenge in China's university technology transfer ecosystem lies in the misalignment between technological achievement supply and market demand. Compounded by regional economic disparities across China's vast territory, significant variations exist in technology transfer performance among universities in different geographical areas. This study employs DEAP2.1 software to implement both the BCC model and the Malmquist index method, enabling comprehensive static and dynamic efficiency evaluations of decision-making units (DMUs) - an innovative approach that addresses current research gaps. Focusing on 31 Chinese mainland regions categorized into four economic zones (eastern, central, western, and northeastern), our analysis reveals the eastern region demonstrates superior supply-demand matching efficiency, while central and western regions exhibit suboptimal resource allocation and lagging technological advancement. Most regions require substantial improvement in technological innovation capacity on the demand side. These findings suggest the need for region-specific policy interventions: Eastern regions may benefit from optimization strategies, whereas central and western regions require transformative policies emphasizing resource reallocation and innovation enhancement. This research contributes both theoretical and practical insights for improving China's technology transfer effectiveness, while offering valuable implications for other economies facing similar developmental challenges.
中国大学技术转移生态系统面临的主要挑战是技术成果供给与市场需求的错位。在中国广袤的土地上,由于地区经济差异,不同地理区域的大学之间的技术转移绩效存在显著差异。本研究采用DEAP2.1软件实现了BCC模型和Malmquist指数方法,实现了决策单元(dmu)的静态和动态综合效率评估,这是一种解决当前研究空白的创新方法。以中国大陆31个地区为研究对象,将其划分为东部、中部、西部和东北四大经济区,结果表明,东部地区的供需匹配效率较高,而中西部地区则表现为资源配置次优和技术进步滞后。大多数区域需要大幅度提高需求端的技术创新能力。研究结果表明,东部地区可能受益于优化策略,而中西部地区则需要注重资源再配置和创新的变革性政策。该研究为提高中国的技术转移效率提供了理论和实践见解,同时也为面临类似发展挑战的其他经济体提供了宝贵的启示。
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引用次数: 0
Assessing the global impact of artificial intelligence on energy resilience: The role of financial inclusion 评估人工智能对能源弹性的全球影响:普惠金融的作用
IF 5.4 2区 经济学 Q1 ECONOMICS Pub Date : 2025-11-12 DOI: 10.1016/j.seps.2025.102380
Yanchao Feng , Tong Yan , Jia Guo
In the digital era, artificial intelligence (AI) is reshaping economies and energy systems. This paper assesses the global effect of AI on energy resilience (ER), emphasizing the moderating role of financial inclusion (FI). Using panel data from 64 countries over the period from 2000 to 2019, this study employs the IV-GMM, difference-in-differences, and panel quantile regression models to ensure robust results. Findings show that a 1 % increase in AI contributes to roughly a 0.04 %–0.13 % increase in ER, and that FI strengthens this effect. Mediation analysis reveals that per capita GDP, technological progress, and human capital mediate the artificial intelligence-energy resilience relationship. Heterogeneity analysis indicates that while AI improves ER in low-resilience contexts, it may reduce it in high-income countries, and has no significant effect in middle-income ones. These results underline the importance of tailoring AI and FI strategies to national contexts. Policymakers should focus on advancing AI-enabled energy management and expanding access to inclusive finance services to build more resilient energy systems worldwide.
在数字时代,人工智能(AI)正在重塑经济和能源系统。本文评估了人工智能对能源弹性(ER)的全球影响,强调了金融包容性(FI)的调节作用。本研究利用2000年至2019年期间来自64个国家的面板数据,采用了IV-GMM、差中差和面板分位数回归模型,以确保结果的稳健性。研究结果表明,AI增加1%,ER增加约0.04% - 0.13%,而FI加强了这一效应。中介分析表明,人均GDP、技术进步和人力资本在人工智能-能量弹性关系中起中介作用。异质性分析表明,虽然人工智能在低弹性环境中改善了ER,但在高收入国家可能会降低ER,而在中等收入国家则没有显著影响。这些结果强调了根据国情调整人工智能和金融服务战略的重要性。政策制定者应把重点放在推进人工智能能源管理和扩大普惠金融服务的可及性上,以在全球建立更具弹性的能源系统。
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引用次数: 0
The impact of artificial intelligence technological innovation on global entrepreneurial activities 人工智能技术创新对全球创业活动的影响
IF 5.4 2区 经济学 Q1 ECONOMICS Pub Date : 2025-11-12 DOI: 10.1016/j.seps.2025.102381
Yuqi Tian , Xiaowen Wang , Nanxu Chen , Zhenhua Zhang
The emergence of artificial intelligence (AI) technology has led to transformative advancements across various industries, particularly in innovative sectors, creating both new challenges and opportunities. This study systematically examines the impact of AI technological innovation on global entrepreneurial activities. The basic theoretical framework is constructed using entrepreneurial factor theory and external enabler framework, and a two-way fixed effects model along with a mediation effect model are employed to study the impact of AI technological innovation on corporate entrepreneurial activities in 52 countries and regions from 2002 to 2023, spanning a total of 22 years. The results reveal that AI technological innovation significantly promotes entrepreneurial activities, particularly opportunity-driven ventures. Notably, the impact is especially significant for entrepreneurs aged 18–34 and those with a higher level of education. Additionally, AI technological innovation positively influences entrepreneurial activities through two paths: entrepreneurship education and AI investment. This study provides valuable insights for countries to effectively leverage AI technology, thereby enhancing entrepreneurial vitality and promoting economic resilience.
人工智能(AI)技术的出现导致了各个行业的变革性进步,特别是在创新领域,创造了新的挑战和机遇。本研究系统考察了人工智能技术创新对全球创业活动的影响。运用创业因素理论和外部使能者框架构建基本理论框架,采用双向固定效应模型和中介效应模型研究2002 - 2023年52个国家和地区人工智能技术创新对企业创业活动的影响,时间跨越22年。结果表明,人工智能技术创新显著促进了创业活动,尤其是机会驱动型企业。值得注意的是,这种影响对18-34岁的企业家和受教育程度较高的企业家尤为显著。人工智能技术创新通过创业教育和人工智能投资两条路径对创业活动产生正向影响。这项研究为各国有效利用人工智能技术,从而增强创业活力和促进经济弹性提供了有价值的见解。
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引用次数: 0
Probabilistic and statistical modelling for risk evaluation 风险评估的概率和统计模型
IF 5.4 2区 经济学 Q1 ECONOMICS Pub Date : 2025-11-05 DOI: 10.1016/j.seps.2025.102378
Francesca Pierri , Marialuisa Restaino , Mariangela Zenga
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引用次数: 0
Improving business environment quality through online government service integration: A quasi-natural experiment in China 通过网上政务服务整合提升营商环境质量:中国的准自然实验
IF 5.4 2区 经济学 Q1 ECONOMICS Pub Date : 2025-11-05 DOI: 10.1016/j.seps.2025.102377
Yuqiong Lei , Xiaoming Liang , Zhanyu Liu
Online Government Service Integration (OGSI) significantly contributes to enhancing public service efficiency and business environment quality (BEQ). Using the establishment of “Internet Plus Government Service” platforms as an empirical entry point, this study examines the effect, mechanisms, and boundary conditions of OGSI on BEQ through a staggered difference-in-differences approach with data from 293 Chinese cities (2010–2022). Our analysis reveals that OGSI improves BEQ through three distinct mechanisms: enhanced administrative efficiency, optimized service speed, and strengthened information supply. Boundary conditions analysis shows that these effects demonstrate greater magnitude in eastern regions, non-resource-based cities, and localities where governments allocate higher attention to OGSI implementation. Further analysis at the firm level confirms that OGSI's enhancement of BEQ manifests as improved corporate performance, with particularly pronounced benefits for non-state-owned and small to medium-sized enterprises. These findings provide valuable insights for optimizing digital governance innovation to enhance business environment.
网上政府服务集成(OGSI)对提高公共服务效率和商业环境质量具有重要作用。本研究以“互联网+政务服务”平台建设为实证切入点,利用2010-2022年中国293个城市的数据,采用“差中差”的交错差分方法,考察了网络服务电子化对行政绩效的影响、机制和边界条件。我们的分析表明,OGSI通过提高管理效率、优化服务速度和加强信息供应三种不同的机制来改善BEQ。边界条件分析表明,这些效应在东部地区、非资源型城市和政府对OGSI实施重视程度较高的地方表现得更为明显。在公司层面的进一步分析证实,OGSI对BEQ的增强表现为公司绩效的改善,对非国有企业和中小型企业的效益尤为明显。这些发现为优化数字治理创新以改善商业环境提供了有价值的见解。
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引用次数: 0
Which indicator best measures cultural engagement? A comparative analysis 哪个指标最能衡量文化参与度?比较分析
IF 5.4 2区 经济学 Q1 ECONOMICS Pub Date : 2025-11-05 DOI: 10.1016/j.seps.2025.102379
Alessandro Gallo, Francesca Adele Giambona, Daniele Vignoli
Culture plays a central role in society. It supports inclusion, identity, and civic participation, while also contributing to economic activity and political engagement. Therefore, using appropriate tools to measure Cultural Engagement (CE) is crucial. In this paper, a set of composite indicators to measure cultural participation is developed, starting from individual participation in a range of cultural activities. Traditional methods—such as weighted and unweighted averages and Principal Component Analysis (PCA)—and a different approach based on Item Response Theory (IRT) are compared. These methods are examined in terms of interpretability and key features, looking across Italian regions and population subgroups, with attention to economic resources, education and gender. The analysis relies on nine waves (2014–2022) of the Aspects of Daily Life survey by the Italian National Institute of Statistics (ISTAT). While classical methods tend to be more intuitive and easier to read, the IRT-based approach offers distinct advantages, especially when analyzing individual cultural activities. Overall, the IRT approach enriches a body of literature that has, so far, offered limited tools for measuring CE.
文化在社会中起着中心作用。它支持包容、认同和公民参与,同时也促进经济活动和政治参与。因此,使用适当的工具来衡量文化参与(CE)至关重要。本文从个体对一系列文化活动的参与出发,构建了一套衡量文化参与的综合指标。比较了传统的方法,如加权和非加权平均以及主成分分析(PCA)和基于项目反应理论(IRT)的不同方法。这些方法在可解释性和关键特征方面进行了审查,考察了意大利各地区和人口分组,并注意了经济资源、教育和性别。该分析基于意大利国家统计局(ISTAT)的九波(2014-2022年)日常生活方面调查。虽然经典方法往往更直观,更容易阅读,但基于irt的方法具有明显的优势,特别是在分析单个文化活动时。总的来说,IRT方法丰富了迄今为止提供有限的测量CE工具的文献。
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引用次数: 0
Quantitative assessment of the synergistic effect of pollution reduction and carbon reduction in the planting industry from the perspective of marginal abatement costs - Evidence from the main producing areas in the Yangtze River Basin of China 边际减排成本视角下种植业污染减排与碳减排协同效应定量评价——以长江流域主产区为例
IF 5.4 2区 经济学 Q1 ECONOMICS Pub Date : 2025-11-05 DOI: 10.1016/j.seps.2025.102376
Yangyang Zhu , Xicong Wang , Zhenhong Qi
Promoting the synergistic effects of pollution reduction and carbon reduction (PRCR) in the planting industry is a key path to achieving green, low-carbon, and high-quality agricultural development. Although existing studies have focused on PRCR synergistic effects, few have evaluated it from the perspective of marginal abatement cost, and there is currently no research analyzing the driving factors of PRCR synergistic effects specifically in the planting industry. This study uses the non-radial directional distance function to quantitatively assess the PRCR synergistic effects in the main agricultural production areas of the Yangtze River Basin (YRB) from 2000 to 2023, systematically analyzing its temporal and spatial evolution, regional differences, dynamic development characteristics, driving factors, and the paths for synergistic emission reduction. The study finds that: ①Carbon emissions (PCE) and surface source pollution (PSP) show an inverted “U” shape over time, with PRCR synergistic effects fluctuating upward, and the carbon reduction effect being dominant. ②PRCR synergistic effects exhibit spatial heterogeneity, with high values concentrated in the upstream areas and gradually extending to the midstream, while the midstream remains at a low to medium-high level and the downstream remains low over the long term. The marginal abatement cost of joint emission reduction is the highest in the upstream areas. ③Regional differences show a fluctuating convergence trend, with differences mainly attributed to the contribution of hypervariable density, and a clear catch-up effect between regions. Strengthening PSP control in the downstream areas could accelerate convergence. ④PRCR synergistic effects only show stable aggregation at both high and low levels. The PRCR synergistic effects at various levels are relatively stable, especially the carbon reduction effect. ⑤Optimizing planting structures, promoting agricultural technological progress, increasing financial support for agriculture, and advancing urbanization all contribute to enhancing PRCR synergistic effects. The main agricultural production areas of the YRB (especially the upstream) are better suited to use carbon reduction in the planting industry as the main strategy to achieve higher levels of PRCR synergistic effects, while the midstream regions should balance food security, carbon reduction, and surface source pollution control.
促进种植业污染减排与碳减排的协同效应,是实现绿色、低碳、高质量农业发展的重要路径。虽然现有的研究主要集中在PRCR的协同效应上,但很少从边际减排成本的角度对其进行评价,目前还没有专门分析种植业PRCR协同效应驱动因素的研究。采用非径向定向距离函数定量评价2000 - 2023年长江流域农业主产区PRCR协同效应,系统分析其时空演变、区域差异、动态发展特征、驱动因素及协同减排路径。研究发现:①碳排放(PCE)和地表源污染(PSP)随时间的变化呈倒“U”型,PRCR协同效应向上波动,碳减排效应占主导地位。②PRCR协同效应呈现空间异质性,高值区域集中在上游,并逐渐向中游延伸,中游长期处于低至中高水平,下游长期处于低水平。上游地区联合减排的边际减排成本最高。③区域差异呈现波动趋同趋势,差异主要归因于高变密度的贡献,区域间存在明显的追赶效应。加强对下游地区PSP的控制可以加速趋同。④PRCR协同效应在高、低水平上均表现为稳定聚集。PRCR在各个层面的协同效应相对稳定,尤其是碳减排效应。⑤优化种植结构、促进农业技术进步、加大财政支农力度、推进城镇化等都有利于增强PRCR协同效应。长江三角洲农业主产区(尤其是上游)更适合以种植业减碳为主要战略,实现更高水平的PRCR协同效应,而中游地区应平衡粮食安全、碳减排和地表源污染控制。
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引用次数: 0
The conjoint use of the dynamic factor analysis and weighted forecasts: an application on inclusiveness in Europe 动态因素分析与加权预测的联合应用:在欧洲包容性研究中的应用
IF 5.4 2区 经济学 Q1 ECONOMICS Pub Date : 2025-11-04 DOI: 10.1016/j.seps.2025.102372
Paolo Mariani, Andrea Marletta, Piero Quatto
The study of short- and medium-term forecasts has been the subject of numerous contributions from both a methodological and an applicative point of view. The augmented complexity in the representation of phenomena increasingly suggests the joint use of multiple indicators through multivariate techniques for reducing the size of variables. This contribution proposes a combined use of well-known methods of dynamic factor analysis together with a new forecasting approach in order to obtain future forecasts. This technique is particularly efficient in the case of short time series and is based on a different weighting of the most recent observations, exploiting the concept of velocity and acceleration. In particular, from an application point of view, the object of the study is inclusiveness in Europe, understood as the relationship between macroeconomic variables and employment rates obtained from the labor force survey. The proposed method also provided forecast intervals in order to visualize a measure of forecast error.
短期和中期预测的研究从方法论和应用的角度来看都是许多贡献的主题。现象表示的复杂性日益增加,表明需要通过多变量技术联合使用多个指标来减少变量的大小。这一贡献提出了一个众所周知的动态因素分析方法与新的预测方法相结合的使用,以获得未来的预测。这种技术在短时间序列的情况下特别有效,并且基于最近观测的不同权重,利用速度和加速度的概念。特别是,从应用的角度来看,研究对象是欧洲的包容性,理解为从劳动力调查中获得的宏观经济变量与就业率之间的关系。该方法还提供了预测区间,以便可视化预测误差的度量。
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引用次数: 0
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Socio-economic Planning Sciences
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