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Material circularity in the UK’s foundation industries 英国基础工业的材料循环
IF 10.9 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-03 DOI: 10.1016/j.resconrec.2025.108728
Natanael Bolson , Masoud Ahmadinia , Rossi Setchi , Sam Evans , Jonathan Cullen
As the UK advances toward its 2050 net-zero target, moving beyond energy efficiency to comprehensive resource management is essential. This study evaluates how circular economy principles can reshape the use of aluminium, lead, steel, glass, and paper in the UK’s foundation industries. Using a circularity index, we assess current performance and identify improvement pathways, quantifying the potential of enhanced recycling and material reuse. Results show that circularity strategies alone could reduce emissions by 42% and energy use by 17%, with reductions rising to 69% and 56% respectively, when combined with best-practice energy intensities. While aluminium and steel offer the largest gains, barriers remain for lead, glass, and paper due to technical and quality constraints. These findings highlight the opportunities and the complexities of industrial circularity, providing evidence to guide policymakers and industry leaders in accelerating the transition to a more sustainable and resource-efficient economy.
随着英国向2050年净零排放目标迈进,从提高能源效率转向全面资源管理至关重要。这项研究评估了循环经济原则如何重塑英国基础工业中铝、铅、钢、玻璃和纸张的使用。使用循环指数,我们评估当前的性能和确定改进途径,量化加强回收和材料再利用的潜力。结果表明,如果与最佳实践的能源强度相结合,仅循环策略就可以减少42%的排放和17%的能源使用,分别减少69%和56%。虽然铝和钢铁的涨幅最大,但由于技术和质量的限制,铅、玻璃和纸张仍然存在障碍。这些发现突出了工业循环的机遇和复杂性,为指导政策制定者和行业领导者加速向更可持续和资源节约型经济转型提供了证据。
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引用次数: 0
Addressing the ‘last mile’ deficiency: A bi-objective model for e-waste reverse logistics network design 解决“最后一英里”缺陷:电子垃圾逆向物流网络设计的双目标模型
IF 10.9 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-03 DOI: 10.1016/j.resconrec.2025.108713
Zhiqin Ni , Hing Kai Chan , Zhen Tan
Although China’s official e-waste recycling rate has been higher than the global average over the past decade, the certified reverse logistics network, primarily composed of licensed disassemblers, faces fierce competition from uncertified channels due to limited community access to the certified network. This paper develops a robust bi-objective mixed-integer linear programming model to help certified network decision-makers establish community collection and treatment centers that address the ‘last mile’ deficiency, aiming to provide accessible services to communities competing with uncertified channels while maintaining economic viability. The robust bi-objective mixed-integer linear programming model considers maximizing the collection rate and the profit of the three-echelon reverse logistics network. A piecewise function is proposed to simulate competition between community collection and treatment centers and uncertified channels based on prior literature. Two realistic uncertainty parameters—the lower boundary of the entire collection and the reuse rate—are incorporated into the model, which deliberately addresses the dynamics of collection and processing complexity. A real-world case is presented to validate the model's effectiveness in supporting location decision-making for community collection and treatment centers. The Gurobi optimizer is used to solve the robust model, and the resulting optimal solutions are presented on the Pareto front. ArcGIS software illustrates the eight selected community collection and treatment centers, which achieved a 61.6 % collection rate and a profit of 0.15 million RMB, as shown on the map. This study presents a reliable and effective model for location decisions for community collection and treatment centers under realistic uncertainties, facilitating licensed disassemblers’ decision-making that balances regulatory and economic objectives.
尽管中国官方的电子垃圾回收率在过去十年中一直高于全球平均水平,但由于社区对认证网络的访问有限,主要由持牌拆解商组成的认证逆向物流网络面临着来自未认证渠道的激烈竞争。本文开发了一个鲁棒的双目标混合整数线性规划模型,以帮助认证网络决策者建立社区收集和治疗中心,解决“最后一英里”缺陷,旨在为与未认证渠道竞争的社区提供无障碍服务,同时保持经济可行性。鲁棒双目标混合整数线性规划模型考虑了三梯队逆向物流网络的回收率和利润最大化。在前人文献的基础上,提出了一个分段函数来模拟社区收集和治疗中心与未经认证的渠道之间的竞争。模型中引入了两个现实的不确定性参数——整个集合的下边界和重用率,有意地解决了集合和处理复杂性的动态问题。通过一个实际案例验证了该模型在支持社区收集和治疗中心选址决策方面的有效性。利用Gurobi优化器对鲁棒模型进行求解,并在Pareto前沿给出了得到的最优解。ArcGIS软件对选定的8个社区收集和治疗中心进行了绘图,如图所示,这些中心的回收率为61.6%,利润为15万元人民币。本研究为现实不确定性下的社区回收处理中心选址决策提供了一个可靠、有效的模型,帮助持牌拆解商平衡监管目标和经济目标。
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引用次数: 0
AI-enhanced sorting enabling direct high-purity tantalum urban mining: a novel pathway from e-waste to critical materials 人工智能增强分选,实现直接高纯度钽的城市开采:从电子废物到关键材料的新途径
IF 10.9 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-03 DOI: 10.1016/j.resconrec.2025.108717
Dong Xia , Kok Yuen Koh , Raunaq Nayar , Colin Locoge , Nicolas M. Charpentier , Mya Mya Khin , Tien Hoa Nguyen , Guillaume Zante , Hicham Khodja , Jean-Christophe P. Gabriel
Tantalum’s supply chain instability demands efficient urban mining from e-waste. Here, we present an AI-enhanced process that combines intelligent sorting with sustainable hydrometallurgy for high-yield/high-purity Ta recovery. A hybrid sorting system, cascading an interpretable convolutional neural network (CNN) with automated multi-energy X-ray transmission (MEXRT) spectroscopy, achieved 99.6 % precision and 96.9 % recall at 3000 components/hour, resolving the Ta/Nb ambiguity. Spatial activation mapping illustrated the visual sorting mechanism, facilitating feature-driven upgrading. Meanwhile, Canny edge detection and K-edge detection enabled real-time and pixel-wise spectral analysis under multithreaded processing. Downstream, streamlined physical separation and thermodynamically guided reverse leaching selectively recovered Ta with 98.2 % efficiency under mild conditions. Advanced characterization using transmission electron microscopy and ion beam analysis revealed a quantifiable core-shell Ta/Ta2O5 structure in leached products, guiding calcination into >99.8 % pure Ta2O5. This work establishes a closed-loop urban mining framework, demonstrating how AI and tailored refining enable a circular economy for critical metals.
钽供应链的不稳定性要求从电子垃圾中高效地进行城市开采。在这里,我们提出了一种人工智能增强的工艺,将智能分选与可持续湿法冶金相结合,用于高产量/高纯度的Ta回收。混合分选系统将可解释卷积神经网络(CNN)与自动多能x射线传输(MEXRT)光谱级联,在3000个组分/小时的情况下,达到99.6%的精度和96.9%的召回率,解决了Ta/Nb的模糊性。空间激活映射说明了视觉排序机制,便于功能驱动升级。同时,Canny边缘检测和k边缘检测实现了多线程处理下的实时逐像素光谱分析。下游,在温和条件下,流线型物理分离和热力学引导反浸选择性地回收Ta,效率为98.2%。利用透射电子显微镜和离子束分析的高级表征揭示了浸出产物中可量化的核壳Ta/Ta2O5结构,指导煅烧得到纯度为99.8%的Ta2O5。这项工作建立了一个闭环城市采矿框架,展示了人工智能和量身定制的精炼如何实现关键金属的循环经济。
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引用次数: 0
Cradle-to-grave life cycle assessment of electrodialysis for ammonium recovery 电渗析铵回收的摇篮到坟墓生命周期评价
IF 10.9 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-03 DOI: 10.1016/j.resconrec.2025.108716
Zhengwen Zhang , Mohammed Tahmid , Hyuck Joo Choi , Marta C. Hatzell , Roger H. French , Chris Yuan
Electrodialysis technology is a promising technology for recovering ammonium ions from anaerobic digestion digestate. In this study, a cradle-to-grave life cycle assessment model was developed to evaluate the environmental performance of electrodialysis for ammonium recovery, with system boundary encompassing upstream production, use, and end-of-life phases. The environmental impacts of the electrodialysis technology were assessed using the ReCiPe 2016 midpoint method and benchmarked against those of the baseline air stripping (AS) technology. The cradle-to-grave energy consumption of electrodialysis is 28.74 MJ per kilogram of ammonium recovered, representing a 32.3 % reduction compared to that of AS technology. Additionally, electrodialysis exhibits lower impact values across all 13 evaluated environmental categories, with reductions ranging from 13.1 % to 90.4 %. With continued technological advancement, electrodialysis offers significant potential as an environmental-friendly technology for industrial-scale ammonium recovery.
电渗析技术是一种很有前途的从厌氧消化消化液中回收铵离子的技术。在这项研究中,建立了一个从摇篮到坟墓的生命周期评估模型,以评估电渗析回收铵的环境性能,系统边界包括上游生产、使用和生命周期结束阶段。使用ReCiPe 2016中点方法评估电渗析技术的环境影响,并与基线空气剥离(AS)技术进行基准测试。电渗析从摇篮到坟墓的能耗为28.74 MJ / kg铵回收,与AS技术相比降低了32.3%。此外,电渗析在所有13个评估的环境类别中都显示出较低的影响值,减少幅度从13.1%到90.4%不等。随着技术的不断进步,电渗析作为一种环境友好型的工业铵回收技术具有巨大的潜力。
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引用次数: 0
Creating circular pathways for nutrients in aquaculture using biochar 利用生物炭为水产养殖中的营养物质创造循环途径
IF 10.9 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-02 DOI: 10.1016/j.resconrec.2025.108707
Efstathios Reppas-Chrysovitsinos , Marta Behjat , Niklas Wennberg , Gregory Peters , Magdalena Svanström
Global food production drives planetary-boundary transgressions, including nitrogen and phosphorus cycle disruption, land use change, and climate change. Increasing nutrient circularity can improve sustainability. This study explores an integrated approach that combines a recirculating aquaculture system (RAS) with biochar from forestry-residue pyrolysis to improve process-level nutrient retention while producing carbon-rich biochar with potential for soil-carbon storage upon land application. In RAS, biochar acts as a filter, capturing nutrients and transforming waste into nutrient-enriched biochar for agriculture. Substance Flow Analysis shows that integration increases nitrogen retention from 30.6 % to 44.6 % and phosphorus retention from 25.5 % to 99.6 % versus separate RAS and pyrolysis. This demonstrates the potential of linking aquaculture, forestry, and agriculture with biochar to support more circular and sustainable food production. This early-stage study examines how and to what extent the approach influences nutrient flows under different assumptions and evaluates a simple recovery-efficiency indicator for assessing circularity in integrated systems.
全球粮食生产推动了地球边界越界,包括氮和磷循环中断、土地利用变化和气候变化。增加养分循环可以提高可持续性。本研究探索了一种综合方法,将循环水产养殖系统(RAS)与林业残渣热解产生的生物炭相结合,以提高工艺水平的养分保留,同时生产富含碳的生物炭,并在土地应用时具有土壤碳储存的潜力。在RAS中,生物炭充当过滤器,捕获营养物质并将废物转化为农业所需的营养丰富的生物炭。物质流分析表明,与单独的RAS和热解相比,整合使氮保留率从30.6%提高到44.6%,磷保留率从25.5%提高到99.6%。这表明了将水产养殖、林业和农业与生物炭联系起来,以支持更加循环和可持续的粮食生产的潜力。这项早期研究考察了在不同假设下该方法如何以及在多大程度上影响养分流动,并评估了用于评估综合系统循环的简单回收率效率指标。
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引用次数: 0
Beyond connectivity: How smart 5G technologies affect carbon emissions across industries 超越连接:智能5G技术如何影响各行业的碳排放
IF 10.9 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-02 DOI: 10.1016/j.resconrec.2025.108700
Kaixuan Wang , Shuo Sun , Youbang Guan , Chong Huang , Pei Xiao , Ming Xu , Lirong Liu
As the rollout of 5G accelerates, its soaring energy demand poses a growing climate challenge. According to a World Bank Group report, the Information and Communication Technology (ICT) sector is responsible at least 1.7 % of global greenhouse gas (GHG) emissions. This study examines an intelligent suite of energy-saving methods—particularly deep reinforcement learning sleep modes, adaptive RIS, and cluster-zooming cell-free MIMO at the network edge, alongside dynamic power adjustments on user devices—and quantifies their environmental impact using an ICT-focused environmentally extended input-output (EEIO) model. Anchored in the UK’s 2019 economic and emissions data, the model captures both production and consumption effects across 33 sectors. Results spotlight two standout strategies—AI-powered base station sleep control and refined user device signaling—as catalysts for deep, economy-wide CO2 reductions. Notably, the financial, IT services, and programming sectors benefit most from these ripple effects. Our findings outline practical paths towards greener 5G deployments and underscore policy opportunities to amplify their socioeconomic value.
随着5G的加速推出,其飙升的能源需求构成了日益严峻的气候挑战。根据世界银行集团的一份报告,信息和通信技术(ICT)部门至少占全球温室气体(GHG)排放量的1.7%。本研究考察了一套智能节能方法——特别是深度强化学习睡眠模式、自适应RIS和网络边缘的集群缩放无小区MIMO,以及用户设备上的动态功率调整——并使用以ict为重点的环境扩展输入输出(EEIO)模型量化了它们对环境的影响。该模型以英国2019年的经济和排放数据为基础,捕捉了33个行业的生产和消费影响。研究结果强调了两种突出的策略——人工智能驱动的基站睡眠控制和改进的用户设备信号——作为深度、经济范围内的二氧化碳减排的催化剂。值得注意的是,金融、IT服务和编程部门从这些连锁反应中获益最多。我们的研究结果概述了实现更绿色5G部署的实际途径,并强调了扩大其社会经济价值的政策机会。
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引用次数: 0
Toward a standardized and comparable life cycle dataset system for steel production in China 面向中国钢铁生产标准化和可比较的生命周期数据系统
IF 10.9 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-02 DOI: 10.1016/j.resconrec.2025.108715
Huanyu Wang , Qiang Yue , Huimin Chang , Xiang Fu , Wei Ji , Changqing Xu , Heming Wang
The transparency, standardization, and comparability of LCA data remain global challenges for quantifying and reducing the carbon footprint of the steel industry. To address these issues, the transparent and standardized Tiangong Steel Datasets provide development framework for China’s steel sector. The datasets were compiled through a systematic process involving comprehensive literature review, snowball sampling, expert validation, and data extraction. They provide process-level information on energy use, material inputs, and emissions across three major steelmaking routes: BF-BOF, DRI-EAF, and Scrap-EAF. Each dataset includes explicit definitions of system boundary, functional unit, allocation rule, and temporal-spatial coverage, ensuring methodological consistency. Statistical and correlation analyses reveal the relationships between raw material consumption and CO2 emissions, highlighting key emission drivers and efficiency gaps among production routes. By unifying modeling boundaries and calculation methods, the datasets improve the credibility and international comparability of product carbon footprint, support integration with carbon trading and export compliance, and provide a foundation for China’s low-carbon steel transition.
LCA数据的透明度、标准化和可比性仍然是量化和减少钢铁行业碳足迹的全球性挑战。为了解决这些问题,透明、标准化的天工钢铁数据集为中国钢铁行业提供了发展框架。这些数据集是通过综合文献综述、滚雪球抽样、专家验证和数据提取等系统过程编制的。它们提供了三个主要炼钢路线(BF-BOF、DRI-EAF和Scrap-EAF)的能源使用、材料投入和排放的过程级信息。每个数据集包括系统边界、功能单元、分配规则和时空覆盖的明确定义,确保了方法的一致性。统计和相关分析揭示了原材料消耗与二氧化碳排放之间的关系,突出了主要排放驱动因素和生产路线之间的效率差距。通过统一建模边界和计算方法,提高了产品碳足迹的可信度和国际可比性,支持与碳交易和出口合规的整合,为中国低碳钢转型提供基础。
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引用次数: 0
Synergistic mechanism for greenhouse gases reduction, pollution control, and economic development in the plastic packaging industry: A coupled analysis of material, value, and environmental flows 塑料包装行业温室气体减排、污染控制和经济发展的协同机制:材料、价值和环境流动的耦合分析
IF 10.9 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-02 DOI: 10.1016/j.resconrec.2025.108712
Mingxuan Tuo , Ming Yang , Yifan Gu , Guangwen Hu , He Peng , Rui Li , Tong Liu , Yufeng Wu
The plastic packaging industry is the largest and fastest-growing industry in plastic consumption, bringing significant economic profits while also facing multiple pressures from greenhouse gases emission (GHGs) and environmental pollution. To reveal the synergistic mechanisms of GHGs reduction, pollution control, and economic development, this study constructs a dynamic carbon-pollution-economy nexus model. Based on eight scenarios, we explore synergistic strategies for the plastic packaging industry. Results show that in 2060, China’s plastic packaging consumption will initially rise and then decline, reaching 43.4 million metric tons (Mt). GHGs from the plastic packaging industry will reach 140.4 Mt, while environmental pollution and economic profit is expected to increase by 32.3 % and 53.7 % compared to 2020, respectively, leading to a sustainability coordination index of 56.0. Through synergistic scenario analysis, it is recommended that promoting the substitution of secondary plastics with increasing recycling rates and improving energy recovery efficiency are crucial to establish a closed-loop supply system for the plastic packaging industry. It is the basis for synergistic GHGs reduction, pollution control, and economic development. Moreover, the use of biodegradable plastics should be approached with caution. The chemical recycling technologies should be promoted based on their maturity. Compared to the business as usual scenario, the optimal scenario can increase economic profit by 24.5 % while reducing GHGs by 60 % and pollution by 21.2 % in 2060.
塑料包装行业是塑料消费规模最大、增长最快的行业,在带来可观经济利润的同时,也面临着温室气体排放和环境污染的多重压力。为了揭示温室气体减排、污染控制和经济发展的协同机制,本研究构建了一个动态碳-污染-经济关联模型。基于八个场景,我们探讨了塑料包装行业的协同战略。结果显示,到2060年,中国塑料包装消费量将先上升后下降,达到4340万吨(Mt)。塑料包装行业的温室气体排放量将达到1.4040亿吨,而环境污染和经济利润预计将比2020年分别增加32.3%和53.7%,导致可持续性协调指数为56.0。通过协同情景分析,建议促进二次塑料的替代,提高回收率,提高能源回收效率,是建立塑料包装行业闭环供应体系的关键。它是温室气体减排、污染控制和经济发展的协同基础。此外,应谨慎使用生物可降解塑料。化学回收技术应在其成熟的基础上加以推广。与一切照旧的情景相比,最优情景可以在2060年增加24.5%的经济利润,同时减少60%的温室气体排放和21.2%的污染。
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引用次数: 0
Resource utilization of spent grains, an underutilized by-product from Chinese Baijiu brewing: Recent advances and prospects 白酒酿造副产物酒糟的资源化利用研究进展与展望
IF 10.9 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-01 DOI: 10.1016/j.resconrec.2025.108711
Zhao Yang , Sheng Wang , Bi Chen , Fan Yang , Ping Xiang , Li Wang , Jianlong Wang
Spent grains, as a by-product of Chinese Baijiu brewing, are increasing with the industrial development of Chinese Baijiu. The resource utilization of spent grains is crucial for the sustainable development of Chinese Baijiu enterprise and the realization of the dual carbon goal. This review firstly introduced the brewing process of solid-state fermented Baijiu, as well as the sources and composition of spent grains. Subsequently, the research progress of main twenty distinct methods for the resource utilization of spent grains was comprehensively summarized and evaluated based on recent studies, and categorized into three aspects: (1) direct utilization methods of nutrients and functional components in spent grains, (2) applications of spent grains in functional materials and energy supply, and (3) extraction and utilization methods of high value-added functional components in spent grains. Further, the latest progress in the industrial-scale resource utilization of spent grains implemented by Chinese Baijiu enterprises was reviewed. Finally, the challenges hindering the scaled-up production of spent grains resource utilization technologies were discussed, along with proposed future research directions. Only by integrating methods from diverse studies, optimizing high-value component extraction processes, and establishing multi-level cascading resource utilization systems-while minimizing waste emissions and resource loss during processing-can the full value of spent grains be realized. Coupled with policy incentives and market-driven promotion, such an integrated framework can drive the green and sustainable development of Chinese Baijiu industry and serve as a replicable model for global distilled spirits sectors.
酒糟作为白酒酿造的副产品,随着白酒工业的发展而不断增加。废粮资源化利用是我国白酒企业可持续发展和实现双碳目标的关键。本文首先介绍了固态发酵白酒的酿造工艺,以及酒糟的来源和成分。在此基础上,对近年来主要的20种不同的废粮资源化利用方法的研究进展进行了综合总结和评价,并将其分为3个方面:(1)废粮营养物质和功能成分的直接利用方法;(2)废粮在功能材料和能量供应中的应用;(3)废粮中高附加值功能成分的提取与利用方法。综述了我国白酒企业在酒糟产业化资源化利用方面的最新进展。最后,讨论了阻碍废粮资源化技术规模化生产的挑战,并提出了未来的研究方向。只有整合多种研究方法,优化高价值成分提取工艺,建立多层次级联的资源利用体系,同时最大限度地减少加工过程中的废物排放和资源损失,才能实现废粮的全部价值。结合政策激励和市场推动,这样的整体框架可以推动中国白酒产业的绿色可持续发展,并为全球蒸馏酒行业提供可复制的模式。
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引用次数: 0
More pressure less compliance: The effect of earnings pressure on corporate environmental violations 压力越大,合规越少:盈利压力对企业环境违法行为的影响
IF 10.9 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Pub Date : 2025-12-01 DOI: 10.1016/j.resconrec.2025.108710
Kefan Li, Shanyong Wang
Under the earnings pressure, corporate managers are prone to make short-sighted decisions and commit misconducts, leading to the frequent occurrence of corporate violations. This paper aims to investigate how earnings pressure affects corporate environmental violations by using 35,466 firm-year observations in China from 2009 to 2023. The findings indicate that earnings pressure has a significant positive impact on corporate environmental violations, and earnings pressure increases corporate environmental violations mainly by cutting environmental protection expenditure and curtailing green innovation. Furthermore, mitigation strategy analysis suggests that environmental regulation, environmental legislation and enforcement, a sound legal environment, media attention, executive green perception and the existence of independent directors can mitigate this effect. Moreover, heterogeneity analysis demonstrates that the effect of earnings pressure on corporate environmental violations is more pronounced for firms in heavily polluting and less competitive industries, and with higher litigation risks. Our findings not only help to recognize the motivation of firms to make environmental violation decisions, but also offer insights to encourage firms under earnings pressure to proactively embrace their environmental social responsibilities and work towards sustainable development.
在盈利压力下,企业管理者容易做出短视的决策,出现不当行为,导致企业违规行为频发。本文旨在利用2009年至2023年中国35466家公司的年度观察数据,研究盈利压力对企业环境违法行为的影响。研究结果表明,盈余压力对企业环境违法行为具有显著的正向影响,盈余压力主要通过削减环保支出和减少绿色创新来增加企业环境违法行为。此外,缓解策略分析表明,环境监管、环境立法和执法、良好的法律环境、媒体关注、高管绿色意识和独立董事的存在可以缓解这一影响。此外,异质性分析表明,在污染严重、竞争力较弱、诉讼风险较高的行业中,盈利压力对企业环境违法行为的影响更为明显。我们的研究结果不仅有助于认识企业做出环境违规决策的动机,而且为鼓励面临盈利压力的企业积极承担环境社会责任并朝着可持续发展的方向努力提供了见解。
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引用次数: 0
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Resources Conservation and Recycling
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