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Building Net‐Zero Carbon Supply Chains: The Mediating Role of Supplier Collaboration, Motivation, and Capability in Preferential Relationships 构建净零碳供应链:供应商合作、动机和能力在优惠关系中的中介作用
IF 13.4 1区 管理学 Q1 BUSINESS Pub Date : 2026-03-08 DOI: 10.1002/bse.70646
C. V. Sunil Kumar, Jitendra Yadav, Rohit Agrawal
This study examines how preferential buyer–supplier relationships contribute to net‐zero carbon supply chain performance by focusing on the relational and capability‐based mechanisms that enable supplier‐level decarbonization. Drawing on the resource‐based view (RBV) and stakeholder theory, the study addresses a critical gap in the literature, where supplier collaboration, motivation, and capability have largely been examined in isolation rather than as interdependent pathways. Using survey data collected from 324 supply chain professionals across emission‐intensive sectors, the proposed conceptual framework is empirically tested through confirmatory factor analysis and regression‐based conditional process modelling. The findings demonstrate that supplier preparedness and capability play a mediating role, fully transmitting the effects of collaboration and motivation for zero‐carbon operations on net‐zero carbon performance. Preferential relationship status indirectly enhances performance by fostering supplier collaboration and strengthening intrinsic motivation, which together enable capability development. In contrast, supply chain visibility and transparency do not significantly moderate these relationships, suggesting that monitoring technologies alone are insufficient without parallel investments in supplier capability‐building. The study contributes to sustainability and supply chain management literature by clarifying how preferential relationships facilitate a shift from compliance‐oriented approaches toward capability‐driven partnerships, offering actionable insights for firms pursuing net‐zero targets across complex supply networks.
本研究通过关注关系机制和基于能力的机制,探讨了优惠的买方-供应商关系如何促进净零碳供应链绩效。利用资源基础观点(RBV)和利益相关者理论,该研究解决了文献中的一个关键空白,即供应商协作、动机和能力在很大程度上是孤立的,而不是作为相互依存的途径进行研究的。利用从排放密集型行业的324名供应链专业人员收集的调查数据,通过验证性因素分析和基于回归的条件过程模型对所提出的概念框架进行了实证检验。研究结果表明,供应商准备和能力发挥中介作用,充分传递零碳运营的合作和动机对净零碳绩效的影响。优先关系地位通过促进供应商合作和加强内在动机间接提高绩效,两者共同促进能力发展。相比之下,供应链的可见性和透明度并不能显著调节这些关系,这表明如果没有对供应商能力建设的平行投资,仅靠监测技术是不够的。该研究通过阐明优惠关系如何促进从以合规为导向的方法向能力驱动的伙伴关系的转变,为在复杂的供应网络中追求净零目标的公司提供可操作的见解,从而有助于可持续发展和供应链管理文献。
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引用次数: 0
Operational Performance Implications of Circular Economy Implementation: An Empirical Exploration in the Manufacturing Sector 实施循环经济对经营绩效的影响:制造业的实证探索
IF 13.4 1区 管理学 Q1 BUSINESS Pub Date : 2026-03-08 DOI: 10.1002/bse.70635
Jose Arturo Garza‐Reyes, Meiirman Khassen, Ranjit Roy Ghatak, Rohit Joshi, Christian Muñoz Sánchez, Jayakrishna Kandasamy
The global manufacturing sector has increasingly adopted circular economy ( CE ) practices to address sustainability challenges and improve operational efficiency. This study explores the impact of five CE practices—reduce, reuse, remanufacture, recycle, and recover—on key operational performance dimensions: quality, speed, dependability, flexibility, and cost. Drawing on data from 197 manufacturing professionals selected through purposive sampling, the study employs regression and correlation analyses to generate empirical insights. The findings indicate that remanufacture significantly enhances quality and speed, whereas recovery practices show strong potential for cost savings and adaptability. In contrast, reduce practices demonstrate limited direct effects unless strategically aligned with lean approaches. Reuse and recycle practices contributed more to long‐term sustainability than immediate operational gains. Managerial, theoretical, and policy implications underscore the need for strategic integration, technological advancements, and supportive policy frameworks to maximize CE benefits. Although the results offer valuable practical and theoretical implications, the nonprobability sampling approach limits statistical generalizability. Accordingly, this research should be viewed as an exploratory mapping of CE practice impacts, providing a foundation for future studies employing more representative designs.
全球制造业越来越多地采用循环经济(CE)实践来应对可持续性挑战并提高运营效率。本研究探讨了五种CE实践——减少、再利用、再制造、再循环和回收——对关键运营绩效维度(质量、速度、可靠性、灵活性和成本)的影响。本研究采用有目的抽样的方法,选取197名制造业从业人员的数据,运用回归分析和相关分析,得出实证结论。研究结果表明,再制造显著提高了质量和速度,而回收实践显示出强大的成本节约和适应性潜力。相反,除非在战略上与精益方法保持一致,否则减少实践的直接效果有限。重复使用和再循环的做法对长期可持续性的贡献大于直接的运营收益。管理、理论和政策方面的影响强调了战略整合、技术进步和支持性政策框架的必要性,以最大限度地提高环保效益。尽管结果提供了有价值的实践和理论意义,但非概率抽样方法限制了统计泛化。因此,本研究应被视为对建筑工程实践影响的探索性映射,为未来采用更具代表性的设计进行研究提供基础。
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引用次数: 0
The Effect of ESG Disclosure on Firm Performance: Does Earnings Management Matter? ESG披露对企业绩效的影响:盈余管理重要吗?
IF 13.4 1区 管理学 Q1 BUSINESS Pub Date : 2026-03-08 DOI: 10.1002/bse.70669
Amr H. Moharram, Waleed M. Alahdal, Shayuti Mohamed Adnan, Khaled Hussainey, Hafiza Aishah Hashim
This study investigates the relationship between environmental, social, and governance disclosure (ESGD) and firm performance, focusing on its impact on firm profitability (return on assets; ROA) and firm value (Tobin's Q), while considering the moderating roles of accrual earnings management (AEM) and real earnings management (REM) within the Egyptian context. The study uses panel data from 71 nonfinancial firms listed in the EGX 100 index over the period 2016–2022 (497 firm‐year observations) and analyzes the data using fixed‐effects regression with Driscoll and Kraay standard errors. Based on a self‐constructed ESGD index including 85 indicators, ESG data were collected from multiple sources. The findings indicate that although ESGD is positively associated with firm profitability (ROA), consistent with stakeholder and legitimacy theories, it is negatively associated with firm value (Tobin's Q), suggesting that ESG efforts are valued differently by internal and external stakeholders. Moreover, AEM negatively moderates both the ESGD–ROA and ESGD–Tobin's Q relationships, indicating that managerial opportunism, as emphasized by agency theory, may distort the performance relevance of ESGD across both operational and market dimensions. However, REM negatively moderates only the ESGD–Tobin's Q relationship, suggesting that agency‐driven real activity manipulation primarily weakens the market's perception of ESGD credibility. This study offers novel evidence from the underresearched Egyptian context, being the first to examine how both AEM and REM moderate the ESGD–firm performance relationship in an emerging market. It contributes to the research debate on ESGD and firm performance by highlighting how credible ESG reporting and financial reporting integrity shape both profitability and market valuation under managerial discretion. The findings offer insights for policymakers seeking to strengthen ESGD regulations, for managers aiming to align ESG initiatives with operational outcomes, and for investors evaluating the credibility of ESG information in the presence of earnings management concerns.
本研究探讨了环境、社会和治理披露(ESGD)与企业绩效之间的关系,重点关注其对企业盈利能力(资产回报率;ROA)和企业价值(托宾Q)的影响,同时考虑了应计盈余管理(AEM)和实际盈余管理(REM)在埃及背景下的调节作用。该研究使用了2016-2022年期间EGX 100指数中71家非金融公司的面板数据(497家公司年观察结果),并使用固定效应回归与Driscoll和Kraay标准误差分析数据。基于自我构建的ESGD指数,包括85个指标,ESG数据来自多个来源。研究结果表明,尽管ESGD与公司盈利能力(ROA)呈正相关,与利益相关者和合法性理论一致,但它与公司价值呈负相关(托宾Q),这表明内部和外部利益相关者对ESG努力的评价不同。此外,AEM负向调节ESGD - roa和ESGD - tobin’s Q关系,表明代理理论所强调的管理机会主义可能在运营和市场两个维度上扭曲ESGD的绩效相关性。然而,REM只对ESGD - tobin’s Q关系有负向调节作用,这表明代理驱动的实际活动操纵主要削弱了市场对ESGD可信度的感知。本研究从未被充分研究的埃及背景中提供了新的证据,首次研究了新兴市场中AEM和REM如何调节esgd -公司绩效关系。它通过强调可靠的ESG报告和财务报告完整性如何在管理层自由裁量权下塑造盈利能力和市场估值,为ESGD和公司绩效的研究辩论做出了贡献。研究结果为寻求加强ESG监管的政策制定者、旨在将ESG举措与运营结果相结合的管理人员以及在存在盈余管理问题的情况下评估ESG信息可信度的投资者提供了见解。
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引用次数: 0
The Influence of Corporate Sustainability Rating Methodology on Disclosure Behavior 企业可持续发展评级方法对信息披露行为的影响
IF 13.4 1区 管理学 Q1 BUSINESS Pub Date : 2026-03-08 DOI: 10.1002/bse.70700
Patrick J. Callery
The rise of environmental, social, and governance (ESG) investing has illuminated long‐standing concerns over the ability for sustainability rating schemes to accurately convey sustainability‐related performance of firms. This study theorizes and empirically examines how a detailed and transparent rating methodology influences what information firms choose to disclose and how such influence may further decouple the rating from societal outcomes the rating seeks to address. I replicate the scoring methodology of a prominent disclosure mechanism and rating scheme (CDP) and examine the relationships between firm motivation and capacity for strategic response to ratings and carbon emissions. Findings indicate that firms closely attend to rating methodology, both applying greater effort to aspects of disclosure carrying greater rating value and altering disclosure when rating value prescribed by the methodology changes over time. More significantly, higher ratings are not on average associated with better carbon emissions performance.
环境、社会和治理(ESG)投资的兴起,揭示了长期以来人们对可持续发展评级方案能否准确传达企业可持续发展相关绩效的担忧。本研究从理论上和经验上考察了详细透明的评级方法如何影响信息公司选择披露的内容,以及这种影响如何进一步将评级与评级寻求解决的社会结果脱钩。我复制了一个突出的披露机制和评级方案(CDP)的评分方法,并研究了企业动机和对评级和碳排放的战略反应能力之间的关系。研究结果表明,公司密切关注评级方法,既在具有更高评级价值的披露方面投入更多精力,也在方法规定的评级值随时间变化时改变披露。更重要的是,更高的评级通常与更好的碳排放表现无关。
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引用次数: 0
Green Value Co‐Creation and Circular Economy Performance: When Does Sustainability Orientation Pay Off in SMEs? 绿色价值共同创造与循环经济绩效:可持续导向何时在中小企业中获得回报?
IF 13.4 1区 管理学 Q1 BUSINESS Pub Date : 2026-03-08 DOI: 10.1002/bse.70670
Francis Kamewor Tetteh, Kwame Owusu Kwateng
Although existing scholarship recognizes environmental sustainability orientation as an important driver of circular economy outcomes, limited research has examined the contingent mechanisms through which this orientation translates into circular economy target performance (CCTP), particularly in resource‐constrained contexts. We adopted a knowledge‐based perspective to investigate how green value co‐creation moderates the relationship between environmental sustainability orientation and CCTP under varying conditions of green knowledge‐processing capability. Our study advances theory by conceptualizing environmental sustainability orientation as a multidimensional construct comprising chief executive officer (CEO) and supplier sustainability orientations, and by identifying the boundary conditions that determine when each dimension translates into circular economy outcomes. We validated our model using two‐wave survey data from 300 small‐ and medium‐sized manufacturing enterprises (SMEs) and their key suppliers in Ghana. The data supported our hypotheses by showing that supplier sustainability orientation exerts a stronger direct effect on CCTP than CEO sustainability orientation and that the effects of CEO and supplier sustainability orientation on CCTP are amplified under high levels of green value co‐creation. Additionally, we uncovered that green value co‐creation and green knowledge‐processing capability jointly moderate these relationships, with maximum circular economy benefits occurring when both contingencies are high, particularly for supplier sustainability orientation. These findings advance the knowledge‐based view by demonstrating how collaborative knowledge mechanisms and internal knowledge‐processing capabilities work synergistically to enable strategic orientation leverage. Our study offers fresh insights for managers in resource‐constrained environments, such as the Sub‐Saharan African context, and contributes to business strategy literature by revealing how firms can achieve competitive advantage through strategic orchestration of external collaboration and internal capabilities.
尽管现有学者认识到环境可持续性取向是循环经济成果的重要驱动因素,但有限的研究已经考察了这种取向转化为循环经济目标绩效(CCTP)的偶然机制,特别是在资源受限的背景下。在不同的绿色知识处理能力条件下,我们采用基于知识的视角来研究绿色价值共同创造如何调节环境可持续性取向与CCTP之间的关系。我们的研究通过将环境可持续性取向概念化为由首席执行官(CEO)和供应商可持续性取向组成的多维结构,并通过确定决定每个维度何时转化为循环经济成果的边界条件,从而推进了理论。我们使用来自加纳300家中小型制造企业(sme)及其主要供应商的两波调查数据验证了我们的模型。这些数据支持了我们的假设,表明供应商可持续性取向对CCTP的直接影响强于CEO可持续性取向,并且在高水平的绿色价值共同创造下,CEO和供应商可持续性取向对CCTP的影响被放大。此外,我们发现绿色价值共同创造和绿色知识处理能力共同调节了这些关系,当这两种偶然性都很高时,循环经济效益最大化,特别是对于供应商的可持续性导向。这些发现通过展示协作知识机制和内部知识处理能力如何协同工作以实现战略导向的杠杆作用,推进了基于知识的观点。我们的研究为资源受限环境(如撒哈拉以南非洲环境)中的管理者提供了新的见解,并通过揭示企业如何通过外部协作和内部能力的战略协调来实现竞争优势,为商业战略文献做出了贡献。
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引用次数: 0
A Serial Mediation Model of the Relationship Between Green Transformational Leadership and Green Market Orientation: The Role of Green Intellectual Capital and Green Adaptive Ability 绿色变革型领导与绿色市场导向关系的序列中介模型:绿色智力资本和绿色适应能力的作用
IF 13.4 1区 管理学 Q1 BUSINESS Pub Date : 2026-03-08 DOI: 10.1002/bse.70698
Burcu Özgül
Previous studies have primarily focused on the outcomes of green market orientation (GMO). Therefore, the current work aims to explore the driving forces of GMO. To this end, the serial mediation role of green intellectual capital (GIC) and green adaptive ability (GAA) in the relationship between top management's green transformational leadership and the enterprise's GMO was investigated. Data were collected using a survey method from 302 small and medium‐sized enterprises (SMEs) operating in the manufacturing sector of Türkiye and analyzed using the SmartPLS 4 analysis program. The findings demonstrate that GTL, GIC, and GAA are important antecedents of GMO. Additionally, the results confirm the serial mediation roles of GIC and GAA in the relationship between GTL and GMO. In the absence of integrative research, this work makes new contributions to theory and practice by providing a rich explanation and assessment of how GTL impacts GMO through GIC and GAA.
以往的研究主要集中在绿色市场导向(GMO)的结果。因此,本研究旨在探索转基因生物的驱动力。为此,本研究考察了绿色智力资本(GIC)和绿色适应能力(GAA)在高层管理者绿色变革领导与企业GMO关系中的串行中介作用。采用调查方法收集了来自 rkiye制造业302家中小企业(SMEs)的数据,并使用SmartPLS 4分析程序进行了分析。研究结果表明,GTL、GIC和GAA是转基因生物的重要前提。此外,研究结果证实了GIC和GAA在GTL和GMO关系中的串行中介作用。在缺乏综合研究的情况下,本研究对GTL如何通过GIC和GAA影响转基因生物提供了丰富的解释和评估,从而对理论和实践做出了新的贡献。
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引用次数: 0
Accelerating Economic Resurgence: A TISM Framework Analysis for Sustainable Finance 加速经济复苏:可持续金融的TISM框架分析
IF 13.4 1区 管理学 Q1 BUSINESS Pub Date : 2026-03-06 DOI: 10.1002/bse.70663
Sonali Srivastava, Manisha Singh, Ahmed A. Elamer
This study gives a pioneering framework to understand the complicated processes behind sustainable finance, and its necessity to realize economic recovery. It explores the detailed dependency relationship of key drivers of sustainable finance through Total Interpretative Structural Modeling (TISM) and Cross‐impact matrix multiplication (MICMAC) analysis, providing the hierarchical dependencies among the key drivers and patterns of their influences. The paper subgroups and pinpoints eight major drivers, including regulatory pressures, technological innovation, risk management, and resource cost efficiency, and shows how they are essential to inform the sustainable finance landscape. This critical analysis explains how sustainable finance is a chalice in providing long‐term value creation, innovation, and environmental protection, hence accelerating the shift towards a sustainable economy. Results of the findings have important implications for policy‐makers, practitioners, and stakeholders to enhance the integration of environmental, social, and governance (ESG) factors in financial decision‐making and planning. This study offers valuable contributions to the literature and practice in order to bring economic development and sustainability needs into harmony, thereby supporting the global Sustainable Development Goals (SDGs) by creating an opening in the door to additional information on the sustainable finance system.
本研究为理解可持续金融背后的复杂过程及其实现经济复苏的必要性提供了一个开创性的框架。本文通过总体解释结构模型(Total Interpretative Structural Modeling,简称TISM)和交叉影响矩阵乘法(Cross - impact matrix multiplication,简称MICMAC)分析,详细探讨了可持续金融关键驱动因素之间的依赖关系,提供了关键驱动因素之间的层次依赖关系及其影响模式。本文对监管压力、技术创新、风险管理和资源成本效率等8个主要驱动因素进行了细分和细化,并展示了它们对可持续金融格局的重要性。这一批判性分析解释了可持续金融如何成为提供长期价值创造、创新和环境保护的圣杯,从而加速向可持续经济的转变。研究结果对政策制定者、从业者和利益相关者在财务决策和规划中加强环境、社会和治理(ESG)因素的整合具有重要意义。本研究为文献和实践提供了宝贵的贡献,以使经济发展和可持续性需求协调一致,从而通过为可持续金融体系的更多信息打开大门,支持全球可持续发展目标(sdg)。
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引用次数: 0
Chain‐Level Business Model Patterns for the Green Logistics Transition 绿色物流转型的连锁级商业模式
IF 13.4 1区 管理学 Q1 BUSINESS Pub Date : 2026-02-23 DOI: 10.1002/bse.70703
Marikka Heikkilä
Sustainability transitions in freight transport increasingly depend on coordinated changes across entire logistics networks, not just within individual firms. This study investigates how business‐model change unfolds across a multimodal European logistics chain engaged in reducing transport‐related emissions. Drawing on 10 semistructured interviews and five multistakeholder workshops, the analysis identifies seven chain‐level business‐model patterns that structure how value is proposed, created and captured during the green transition. These patterns encompass beyond‐compliance decarbonisation commitments, the integration of digital and physical services, fleet‐level carbon‐attribute allocation, collaborative value sharing practices, risk‐sharing arrangements, green‐tier service differentiation and cost‐balancing mechanisms. Together, they demonstrate that environmental performance improvements emerge not from isolated organisational initiatives but from coordinated, networked business‐model configurations grounded in verified emissions data and chain‐level alignment. The results highlight the strategic importance of ecosystem collaboration, demonstrating how firms can coshape the transition to climate‐neutral logistics through network‐level business‐model innovation.
货运的可持续性转型越来越依赖于整个物流网络的协调变化,而不仅仅是在单个公司内部。本研究调查了商业模式变化如何在多式联运的欧洲物流链中展开,以减少运输相关的排放。通过10次半结构化访谈和5次多方利益相关者研讨会,该分析确定了7种链级商业模式,这些模式构建了绿色转型期间价值的提出、创造和获取方式。这些模式包括超越合规的脱碳承诺、数字和物理服务的整合、车队层面的碳属性分配、协作价值共享实践、风险分担安排、绿色层服务差异化和成本平衡机制。总之,他们证明了环境绩效的改善不是来自孤立的组织举措,而是来自基于验证排放数据和链级一致性的协调、网络化的商业模式配置。研究结果强调了生态系统协作的战略重要性,展示了企业如何通过网络级商业模式创新共同塑造向气候中性物流的过渡。
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引用次数: 0
From Greenwashing to Circularity: The Strategic Role of Marketing and Digital Technologies in Sustainable Tourism 从洗绿到循环:营销和数字技术在可持续旅游中的战略作用
IF 13.4 1区 管理学 Q1 BUSINESS Pub Date : 2026-02-21 DOI: 10.1002/bse.70677
Verónica Baena, Julio Cerviño
This paper addresses the research gap on how marketing leverages digital technologies to enable circular economy transitions in tourism. Guided by Stakeholder Theory, it examines how artificial intelligence, blockchain, and digital platforms reshape sustainable value creation, accountability, and collaborative governance within Spain's tourism sector. A qualitative case study combining content analysis and 25 semistructured interviews with executives and international tourists reveals that blockchain verification mitigates greenwashing, AI personalizes sustainability‐aligned travel, and platforms like España Accesible (Accessible Spain) enhance inclusivity. The study extends Stakeholder Theory into digitally mediated contexts and conceptualizes circular marketing as a mechanism linking technology, ethics, and stakeholder co‐creation. Managerially, it offers actionable insights for implementing eco‐calculators, digital product passports, and AI‐driven behavioral nudges. Although limited to Spain, the findings provide transferable lessons for other destinations seeking to align tourism competitiveness with systemic sustainability.
本文解决了营销如何利用数字技术实现旅游业循环经济转型的研究空白。在利益相关者理论的指导下,研究了人工智能、区块链和数字平台如何重塑西班牙旅游业的可持续价值创造、问责制和协作治理。一项定性案例研究结合了内容分析和对高管和国际游客的25次半结构化访谈,结果表明,区块链验证减轻了“洗绿”现象,人工智能使符合可持续性的旅行个性化,España Accessible (Accessible Spain)等平台增强了包容性。该研究将利益相关者理论扩展到数字媒介环境中,并将循环营销概念化为一种连接技术、伦理和利益相关者共同创造的机制。在管理上,它为实施生态计算器、数字产品护照和人工智能驱动的行为推动提供了可操作的见解。尽管仅限于西班牙,但研究结果为其他寻求将旅游竞争力与系统可持续性相结合的目的地提供了可借鉴的经验。
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引用次数: 0
A Novel Environmental, Social, and Governance Performance Assessment Model for the Global Oil and Gas Sector 一种新的全球油气行业环境、社会和治理绩效评估模型
IF 13.4 1区 管理学 Q1 BUSINESS Pub Date : 2026-02-20 DOI: 10.1002/bse.70614
Md. Abdul Moktadir, Shengfang Lu, Jingzheng Ren
The environmental, social, and governance (ESG) practice is now mainstream in business strategy across various business domains, including the oil and gas (O&G) sector. The O&G sector faces increasing pressure to align with global sustainability goals, making a comprehensive ESG assessment a strategic priority. However, developing a comprehensive ESG performance assessment model for the O&G sector, considering both qualitative and quantitative data under larger‐scale uncertainty, remains unexplored in the literature. Therefore, this study, for the first time, introduces an innovative integrated framework that extends and combines the trigonometric trapezoidal fuzzy (TTrF)‐ordinal priority approach (OPA) with the TTrF‐mulTi‐noRmalization mUlti‐distance aSsessmenT (TRUST) method. A Python‐based graphical user interface (GUI) has also been designed for practical implications of the proposed TTrF‐OPA‐TRUST model. The model can effectively handle both qualitative and quantitative data, including larger‐scale uncertainty, while evaluating the ESG performance of global O&G companies. The TTrF‐OPA model quantifies the importance of the ESG criteria system based on expert ordinal inputs, while the TTrF‐TRUST model benchmarks the absolute ESG sustainability performance of O&G companies. The integrated model is validated against five O&G firms by conducting comprehensive sensitivity, comparative, and correlation analysis. Results revealed that, according to the TTrF‐OPA model, the most critical ESG criterion is “Total GHG per sales.” The study also demonstrated that the O&G company “Equinor ASA” outperformed other global O&G companies. These findings could be helpful for other companies to understand their level of ESG performance and improve sustainability practices. Additionally, a Python‐based GUI for the proposed TTrF‐OPA‐TRUST model could be used in real‐life complex decision‐making to avoid computational complexity.
目前,环境、社会和治理(ESG)实践已成为各个业务领域(包括石油和天然气行业)业务战略的主流。油气行业面临着越来越大的压力,需要与全球可持续发展目标保持一致,因此将全面的ESG评估作为战略重点。然而,为油气行业开发一个全面的ESG绩效评估模型,同时考虑更大规模不确定性下的定性和定量数据,在文献中仍未得到探索。因此,本研究首次引入了一个创新的集成框架,该框架扩展并结合了三角梯形模糊(trf) -有序优先级方法(OPA)和trf - mulTi - noRmalization mulTi - distance aSsessmenT (TRUST)方法。基于Python的图形用户界面(GUI)也被设计用于建议的ttf - OPA - TRUST模型的实际含义。该模型可以有效地处理定性和定量数据,包括更大规模的不确定性,同时评估全球o&g公司的ESG绩效。trf - OPA模型基于专家的有序输入量化了ESG标准体系的重要性,而trf - TRUST模型则对o&g公司的绝对ESG可持续性绩效进行了基准测试。通过综合敏感性、比较性和相关性分析,对五家油气公司的综合模型进行了验证。结果显示,根据ttf - OPA模型,最关键的ESG标准是“每次销售的温室气体总量”。研究还表明,油气公司“Equinor ASA”的表现优于其他全球油气公司。这些发现可能有助于其他公司了解自己的ESG绩效水平,并改善可持续发展实践。此外,针对所提出的ttf - OPA - TRUST模型的基于Python的GUI可用于现实生活中的复杂决策,以避免计算复杂性。
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引用次数: 0
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