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The Role of Fintech in Promoting Financial Inclusion to Achieve Sustainable Development: An Integrated Bibliometric Analysis and Systematic Literature Review 金融科技在促进金融普惠以实现可持续发展中的作用:综合文献计量分析与系统文献综述
IF 3.3 3区 经济学 Q1 ECONOMICS Pub Date : 2024-07-03 DOI: 10.1007/s13132-024-02168-5
Kriti Kishor, Sanjeev K. Bansal, Roshan Kumar

Fintech’s ability to enhance efficiency and reduce costs in financial services can promote greater financial inclusion (FI), which in turn serves as a foundation for sustainable and equitable development. Due to the dearth of thorough summaries in the body of existing literature, this systematic review and bibliometric analysis aim to present quantitative and qualitative information about the comprehensive relationship between fintech, FI, and sustainability development in an organised way. The review includes 189 publications from peer-reviewed journals of Scopus and Web of Science (WoS) databases up to 2023. The article was compiled based on the Scientific Procedures and Rationales for Systematic Literature Reviews (SPAR‐4‐SLR) protocol and the theory-context-characteristics-methodology (TCCM) framework. Bibliometric analysis has identified the leading journals, authors, nations, articles, and themes. A conceptual model has been designed to illustrate the entire scope, following which potential study areas have been proposed. This study aims to provide academic researchers, policymakers, and regulators with a detailed understanding of the relationship between fintech, financial inclusion, and sustainable development. The analysis demonstrates that FI is an essential requirement of our society and a vital pathway to achieve sustainable development. In the content analysis, we identify an integrative framework of four variables on this nexus. We found a very few conceptual, qualitative, and mixed method papers on this interaction, which provide potential avenues for further research. We recommend that scholars consider adopting a multi-theory perspective. We propose a comprehensive framework on this nexus. It will also pinpoint specific areas that require further investigation.

金融科技在提高金融服务效率和降低金融服务成本方面的能力可以促进金融包容性(FI)的提高,进而为可持续和公平发展奠定基础。由于缺乏对现有文献的全面总结,本系统综述和文献计量分析旨在有组织地呈现有关金融科技、金融包容性和可持续发展之间综合关系的定量和定性信息。本综述收录了截至 2023 年斯科普斯(Scopus)和科学网(WoS)数据库中同行评审期刊上的 189 篇出版物。文章是根据系统文献综述的科学程序与原理(SPAR-4-SLR)协议和理论-背景-特征-方法(TCCM)框架编撰的。文献计量分析确定了主要期刊、作者、国家、文章和主题。设计了一个概念模型来说明整个研究范围,并据此提出了潜在的研究领域。本研究旨在让学术研究人员、政策制定者和监管者详细了解金融科技、普惠金融和可持续发展之间的关系。分析表明,普惠金融是我们社会的基本要求,也是实现可持续发展的重要途径。在内容分析中,我们确定了关于这一关系的四个变量的综合框架。我们发现,关于这种互动关系的概念性、定性和混合方法的论文非常少,这为进一步研究提供了潜在的途径。我们建议学者们考虑采用多理论视角。我们就这一关系提出了一个综合框架。它还将指出需要进一步研究的具体领域。
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引用次数: 0
The Non-linear effect of Inflation on Economic Growth in Sub-Saharan Africa: Does Democracy Matter? 通货膨胀对撒哈拉以南非洲经济增长的非线性影响:民主重要吗?
IF 3.3 3区 经济学 Q1 ECONOMICS Pub Date : 2024-07-02 DOI: 10.1007/s13132-024-02104-7
Thierno Thioune, Dieudonné Mignamissi, Séraphin Brice Minkoé Bikoula

This paper focuses on the analysis of the relationship between inflation and economic growth, using a sample of 32 sub-Saharan African (SSA) countries, over the period 2002-2021. Beyond a linear association widely discussed in the literature, we are particularly interested in testing a non-linear relationship, using the democracy level as the moderating variable. Empirically, we use a renovated framework of González et al. (2005) by using a panel smooth transition regression (PSTR) model. Our strategy validates the non-linearity between inflation and economic growth, with the presence of a single transition function, reflecting two inflation regimes, namely a low-inflation regime in which economic growth is an increasing function of inflation, and a high-inflation regime in which the inverse relationship is observed. On this basis, we establish two main findings: (1) the optimal inflation threshold in SSA is estimated at 9.27%. Such a value stipulates globally that any inflation below this threshold is pro-growth, while inflation above this threshold is anti-growth; (2) political regime determines the estimate of the optimal inflation threshold in SSA. The results show that, unlike democratic regimes, autocratic regimes have a higher optimal inflation threshold. Thus, depending on the level of inflation, these results point to more opportunities and options in central banks’ inflation targeting policies, in formalizing economies to reduce the inflationary tax, and in building more resilient and inclusive institutions.

本文以 2002-2021 年间 32 个撒哈拉以南非洲(SSA)国家为样本,重点分析了通货膨胀与经济增长之间的关系。除了文献中广泛讨论的线性关系外,我们还特别关注使用民主水平作为调节变量来检验非线性关系。在实证方面,我们采用了 González 等人(2005 年)的翻新框架,使用了面板平稳过渡回归(PSTR)模型。我们的策略验证了通胀与经济增长之间的非线性关系,存在一个单一的过渡函数,反映了两种通胀制度,即低通胀制度和高通胀制度,在低通胀制度下,经济增长是通胀的递增函数,而在高通胀制度下,两者呈反向关系。在此基础上,我们得出了两个主要结论:(1) 撒哈拉以南非洲地区的最佳通胀临界值估计为 9.27%。这一数值在全球范围内表明,任何低于这一临界值的通货膨胀都是有利于经济增长的,而高于这一临界值的通货膨胀则是不利于经济增长的;(2) 政治体制决定了撒南非洲最优通货膨胀临界值的估计值。结果表明,与民主政权不同,专制政权的最优通胀临界值更高。因此,根据通胀水平,这些结果表明中央银行的通胀目标政策、实现经济正规化以减少通胀税,以及建立更具弹性和包容性的机构,都有更多的机会和选择。
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引用次数: 0
Environmental Stewardship and Economic Prosperity: A Comprehensive Assessment of CO2 Emissions and Sustainable Development Goals in European Countries 环境管理与经济繁荣:全面评估欧洲国家的二氧化碳排放和可持续发展目标
IF 3.3 3区 经济学 Q1 ECONOMICS Pub Date : 2024-07-02 DOI: 10.1007/s13132-024-02169-4
Fakhrullah, DingDing Xiao, Naveed Jan, Sher Khan, Marian Suplata

Recently, there has been a growing worldwide imperative for the increase in CO2 emissions. Every nation endeavors to attain this fundamental objective, which garners the interest of scholars and decision-makers. The present study aims to examine the influence of environmental impact and economic impact on the achievement of sustainable development goals within EU countries to enhance the progress of the country. This study utilizes the CUP-FM and CUP-BC methodologies to investigate the correlation between various variables. The findings indicate that environmental impacts, including CO2 emissions and renewable energy production, exhibit good connections with gross domestic product per capita. There is a positive correlation between the economic variables of population growth rate, gross savings, gross fixed capital formation, and the achievement of sustainable development targets (% of sustainable development in the GDPPC). Based on the available information, the EU area must augment the volume of CO2 emissions as an integral component of sustainability to improve its GDP. This financial metric would provide sufficient returns for private investors.

最近,全球范围内增加二氧化碳排放量的呼声日益高涨。每个国家都在努力实现这一基本目标,这引起了学者和决策者的兴趣。本研究旨在考察欧盟国家内环境影响和经济影响对实现可持续发展目标的影响,以促进国家进步。本研究采用 CUP-FM 和 CUP-BC 方法研究各种变量之间的相关性。研究结果表明,环境影响(包括二氧化碳排放和可再生能源生产)与人均国内生产总值之间存在良好的联系。人口增长率、储蓄总额、固定资本形成总额等经济变量与可持续发展目标的实现(可持续发展在 GDPPC 中的百分比)之间存在正相关。根据现有信息,欧盟地区必须增加二氧化碳排放量,作为可持续发展的一个组成部分,以提高其国内生产总值。这一财务指标将为私人投资者提供充足的回报。
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引用次数: 0
A Novel Multi-dimensional Evaluation Framework and Spatiotemporal Analysis of Shipping Cities Based on Entropy-Weighted TOPSIS Method 基于 Entropy-Weighted TOPSIS 方法的新型航运城市多维评价框架和时空分析
IF 3.3 3区 经济学 Q1 ECONOMICS Pub Date : 2024-07-02 DOI: 10.1007/s13132-024-02172-9
Lili Ding, Yakang Zhang, Ying Li

Stepping into the new stage of trade openness, shipping city initiatives have attracted increasing attention. An integrated five-dimension system is constructed to investigate the construction level of shipping city. The entropy-weighted TOPSIS method is applied to assess typical shipping cities in China from 2006 to 2021. And the center radiation-driving force is measured by the gravitational model. Furthermore, the distribution dynamics and regional differences are examined to reveal the spatial structure behind urban transition. The results highlighted that (1) center radiation-driving force had excellent performance compared with other indicators. (2) As for the ranking of cities, Shanghai and Ningbo had a relatively high evaluation values thanks to their radiation-driving power. (3) Through the reginal analysis, the degree of comprehensive benefits took the following in order: eastern region > northern region > southern region. Based on the empirical results, the government should formulate suitable policies to form an exemplary and leading effect of shipping city ultimately.

步入贸易开放的新阶段,航运城市的倡议日益受到关注。本文构建了一个综合的五维度体系来考察航运城市的建设水平。采用熵权 TOPSIS 法对 2006-2021 年中国典型航运城市进行评估。并通过引力模型测算了中心辐射驱动力。此外,还研究了城市的分布动态和区域差异,揭示了城市转型背后的空间结构。结果表明:(1)与其他指标相比,中心辐射带动力表现优异。(2)在城市排名方面,上海和宁波凭借其辐射带动力获得了相对较高的评价值。(3)通过区域分析,综合效益程度依次为:东部地区;北部地区;南部地区。根据实证结果,政府应制定相应的政策,最终形成航运城市的示范引领效应。
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引用次数: 0
The Confluence of AI and Big Data Analytics in Industry 4.0: Fostering Sustainable Strategic Development 人工智能和大数据分析在工业 4.0 中的融合:促进可持续战略发展
IF 3.3 3区 经济学 Q1 ECONOMICS Pub Date : 2024-07-01 DOI: 10.1007/s13132-024-02120-7
Mengze Zheng, Te Li, Jing Ye

In the era of Industry 4.0, the convergence of digitalization, artificial intelligence (AI), and big data analytics (BDA) has revolutionized the industrial landscape. This research paper explores the intricate interplay between AI-assisted BDA and strategic sustainable development (SSD) within the context of Industry 4.0, focusing on Italian manufacturing. The Fourth Industrial Revolution, characterized by the fusion of physical and digital worlds, has ushered in unprecedented advancements in technology and data analytics. AI-assisted BDA emerges as a powerful tool for harnessing vast datasets to drive innovation, efficiency, and sustainability strategies. It facilitates predictive maintenance, waste reduction, and optimal resource utilization. Furthermore, it aligns with circular economy principles by optimizing resource flows and promoting responsible sourcing. However, this digital transformation is not without challenges. Data privacy, security concerns, and the digital divide need addressing. Multidisciplinary approaches involving policymakers, academics, and industry leaders are essential to establish ethical norms and ensure inclusivity. The study’s theoretical implications call for a re-evaluation of the existing frameworks surrounding BDA’s role in sustainable development. It highlights the symbiotic relationship between digitization, BDA, and SSD, emphasizing the mediating role of environmental and social governance (ESG). This research underscores the transformative potential of AI-assisted BDA in Industry 4.0, bridging the gap between sustainability and innovation. It paves the way for a future where technology and environmental stewardship coalesce to foster a greener, more sustainable industrial landscape, redefining industry and sustainability in the digital age.

在工业 4.0 时代,数字化、人工智能(AI)和大数据分析(BDA)的融合彻底改变了工业格局。本研究论文以意大利制造业为重点,探讨了工业 4.0 背景下人工智能辅助 BDA 与战略性可持续发展(SSD)之间错综复杂的相互作用。第四次工业革命的特点是物理世界和数字世界的融合,在技术和数据分析方面带来了前所未有的进步。人工智能辅助 BDA 成为利用庞大数据集推动创新、效率和可持续发展战略的有力工具。它有助于预测性维护、减少浪费和优化资源利用。此外,它通过优化资源流动和促进负责任的采购,符合循环经济原则。然而,这种数字化转型并非没有挑战。数据隐私、安全问题和数字鸿沟都需要解决。涉及政策制定者、学者和行业领导者的多学科方法对于建立道德规范和确保包容性至关重要。本研究的理论意义要求重新评估围绕 BDA 在可持续发展中的作用的现有框架。研究强调了数字化、BDA 和 SSD 之间的共生关系,并强调了环境和社会治理(ESG)的中介作用。这项研究强调了人工智能辅助 BDA 在工业 4.0 中的变革潜力,弥合了可持续发展与创新之间的差距。它为未来铺平了道路,在未来,技术和环境管理将共同促进更环保、更可持续的工业景观,重新定义数字时代的工业和可持续发展。
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引用次数: 0
Human Capabilities and Governance Mechanisms as Catalysts for Green Energy Supply: Insights from Natural Resource–Rich Countries 作为绿色能源供应催化剂的人的能力和治理机制:自然资源丰富国家的启示
IF 3.3 3区 经济学 Q1 ECONOMICS Pub Date : 2024-06-29 DOI: 10.1007/s13132-024-02121-6
Abdullah Abdulmohsen Alfalih

Existing studies were centered on the factors that could mitigate the environmental degradation, but few of them were focused on finding radical solutions by examining the nexus between human and institutional capacities and green energy supply. The use of clean energy can be an alternative for this purpose that can improve the quality of the environment. This study aims to examine the role assigned to human and institutional capacities in order to boost the renewable energy sector on the supply side in the long-term, basing on the Fully Modified Ordinary Least Squares (FMOLS) and Dynamic Ordinary Least Squares (DOLS). Moreover, the study applies panel threshold regression to 21 natural resource–rich countries that are most exposed to the challenges of switching to renewable energy. So, the objective of the present study is to investigate the effects of the human facet and the different governance mechanisms on the renewable energy supply while examining whether these impacts are conditioned by the threshold of a human capital index. Results based on panel threshold regression revealed that the effects of human capital and governance on renewable energy supply differ substantially depending on the human capital index and governance mechanisms. Indeed, human capital exerts negative effects on renewable energy supply for countries when the human capital index is above the threshold value. High and upper middle-income countries benefit more from human capital for the renewable energy production compared to low and lower-income countries in the long-term. Our results also disclosed that the governance mechanisms relating to the voice and accountability exert positive effects on renewable energy supply regardless the human capital threshold level and also for low and lower-middle-income countries in the long term. The control of corruption is beneficial in reinforcing renewable energy supply only in the case of high upper middle-income countries. Therefore, the results of this research emphasized the importance of human capital and good governance practices as levers for the transition to the era of renewable energy and can lead to several recommendations for policy makers.

现有的研究主要集中在可以缓解环境退化的因素上,但很少有研究侧重于通过研究人类和机构能力与绿色能源供应之间的关系来找到根本的解决方案。为此,清洁能源的使用可以成为改善环境质量的替代方案。本研究以完全修正普通最小二乘法(FMOLS)和动态普通最小二乘法(DOLS)为基础,旨在研究人力和机构能力在长期促进可再生能源行业供应方面的作用。此外,本研究还对 21 个自然资源丰富的国家进行了面板阈值回归,这些国家在转向可再生能源方面面临的挑战最大。因此,本研究的目的是调查人力因素和不同治理机制对可再生能源供应的影响,同时研究这些影响是否受人力资本指数阈值的制约。基于面板阈值回归的结果显示,人力资本和治理对可再生能源供应的影响因人力资本指数和治理机制的不同而有很大差异。事实上,当人力资本指数高于临界值时,人力资本对各国的可再生能源供应产生负面影响。与低收入和较低收入国家相比,高收入和中高收入国家在可再生能源生产中更多地受益于人力资本。我们的研究结果还显示,与发言权和问责制有关的治理机制对可再生能源的供应产生了积极影响,而与人力资本临界值水平无关,从长期来看,对低收入和中低收入国家也是如此。只有在中高收入国家,控制腐败才有利于加强可再生能源的供应。因此,本研究的结果强调了人力资本和善治做法作为向可再生能源时代过渡的杠杆的重要性,并可为政策制定者提出若干建议。
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引用次数: 0
The Role of Top Management Involvement and Supply Chain Integration on Smes’ Innovation Performance: Moderation Impact of Firm Experience Capability 高层管理参与和供应链整合对中小企业创新绩效的作用:企业经验能力的调节作用
IF 3.3 3区 经济学 Q1 ECONOMICS Pub Date : 2024-06-28 DOI: 10.1007/s13132-024-02166-7
Timothy Amoako, Hao Chen, Stephen Abiam Danso, Edem Segbefia

Top management involvement (MVV) is acknowledged to be a critical factor in enhancing firm performance. As a result, we evaluated the mediation role of supply chain integration (SCI) in the relationship between MVV and innovation performance. Again, the study evaluated the moderation role of firm experience capability (FEXCAP) in the association between MVV and SCI (internal, customer, and supplier). To this end, we conducted a quantitative empirical study in Ghana enterprise agency. Data was gathered from 685 manufacturing and service small and medium enterprises’ top managers and analyzed using the Analysis of Moment Structures (Amos) and Statistical Package for Social Sciences version 26 software. The results revealed that SCI (internal, customer, and supplier) partially mediated the relationship between MVV and innovation performance.

Additionally, FEXCAP positively moderated the association between MVV and SCI (internal, customer, and supplier). The study is critical as it endorses the significant role of MVV in improving the effectiveness of SCI and FEXCAP in firm innovation performance. We evaluated our model in a small and medium context.

高层管理参与(MVV)被认为是提高企业绩效的关键因素。因此,我们评估了供应链整合(SCI)在 MVV 与创新绩效之间关系中的中介作用。此外,本研究还评估了企业经验能力(FEXCAP)在 MVV 与 SCI(内部、客户和供应商)之间的关联中的调节作用。为此,我们在加纳企业机构开展了一项定量实证研究。我们收集了 685 名制造业和服务业中小型企业高层管理人员的数据,并使用矩量结构分析法(Amos)和社会科学统计软件包 26 版进行了分析。研究结果表明,SCI(内部、客户和供应商)在一定程度上调节了 MVV 与创新绩效之间的关系。此外,FEXCAP 积极调节了 MVV 与 SCI(内部、客户和供应商)之间的关系。这项研究至关重要,因为它证实了 MVV 在提高 SCI 和 FEXCAP 在企业创新绩效中的有效性方面发挥着重要作用。我们在中小型企业中评估了我们的模型。
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引用次数: 0
Reporting Only the Good News but Not the Bad? Mechanism of Negative Performance Feedback 只报喜不报忧?负面绩效反馈机制
IF 3.3 3区 经济学 Q1 ECONOMICS Pub Date : 2024-06-27 DOI: 10.1007/s13132-024-02035-3
Qiufang Li, Hui Xia

The phenomenon of supervisors ignoring or over-implementing negative performance feedback exists in the work environment. Unlike the view on the negative role of negative performance feedback, existing research also suggests that negative performance feedback can produce a facilitating effect. In this study, a theoretical model was constructed based on the feedback intervention theory to explore the mechanism of negative performance feedback from supervisors on the innovative behaviors of employees in light of the influence of regulatory focus on error handling ability. The results of this study show that employees with a high promotion or prevention focus choose to enhance their error handling ability in the face of negative performance feedback from supervisors, which in turn positively affects their innovative behaviors. This study not only expands the field of research on negative performance feedback and innovative behaviors, but also has important implications for supervisors to take measures to improve the ability and competitiveness of employees.

工作环境中存在主管忽视或过度实施负面绩效反馈的现象。与消极绩效反馈消极作用的观点不同,现有研究也表明消极绩效反馈可以产生促进作用。本研究以反馈干预理论为基础,结合监管重点对错误处理能力的影响,构建了一个理论模型来探讨监管者的负面绩效反馈对员工创新行为的影响机制。研究结果表明,面对上司的负面绩效反馈,晋升或预防关注度高的员工会选择提升错误处理能力,进而对其创新行为产生积极影响。本研究不仅拓展了绩效负反馈与创新行为的研究领域,而且对主管采取措施提高员工能力和竞争力具有重要意义。
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引用次数: 0
Decoding the Journey Towards Digital Work Processes. Reflections on the Impact of Agile Working on Knowledge Hiding and Knowledge Sharing 解码数字化工作流程之旅。关于敏捷工作对知识隐藏和知识共享的影响的思考
IF 3.3 3区 经济学 Q1 ECONOMICS Pub Date : 2024-06-27 DOI: 10.1007/s13132-024-02044-2
Italo Giuseppe Cirielli De Mola, Luigi Napoli, Fernando Giancotti, Francesco Caputo

Organizations, communities, and socio-economic entities are rapidly changing in response to the consequences of the COVID-19 pandemic. Increasing attention is reserved for the opportunities offered by digitalization to identify different approaches for performing “traditional activities” in a new way. In such a scenario, Agile Working is contributing to reframing socio-economic entities, and new challenges are emerging in terms of human resources management. With the aim of enriching the current debate about the impact of Agile Working on socio-economic processes and organizations, this paper adopts the interpretative lens provided by Knowledge Management and Systems Thinking for depicting a conceptual model able to support both researchers and practitioners in understanding how digital work processes can influence knowledge hiding and knowledge sharing inside organized entities.

为应对 COVID-19 大流行病的后果,组织、社区和社会经济实体正在迅速发生变化。人们越来越关注数字化带来的机遇,以确定以新的方式开展 "传统活动 "的不同方法。在这种情况下,敏捷工作有助于重新构建社会经济实体,人力资源管理方面也出现了新的挑战。为了丰富当前关于敏捷工作对社会经济进程和组织的影响的讨论,本文采用了知识管理和系统思维所提供的解释性视角,以描述一个概念模型,帮助研究人员和从业人员了解数字化工作进程如何影响有组织实体内部的知识隐藏和知识共享。
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引用次数: 0
The Confluence of Digital Twin and Blockchan Technologies in Industry 5.0: Transforming Supply Chain Management for Innovation and Sustainability 工业 5.0 中数字孪生和 Blockchan 技术的融合:变革供应链管理,实现创新和可持续发展
IF 3.3 3区 经济学 Q1 ECONOMICS Pub Date : 2024-06-26 DOI: 10.1007/s13132-024-02151-0
Zhen Zhen, Yanqing Yao

In the era of Industry 5.0, characterized by the seamless collaboration between humans and machines, the integration of digital twin technology (DTT) and blockchain technology (BCT) is poised to revolutionize supply chain management. This research explores the impact of DTT and BCT on achieving sustainable and efficient supply chain operations. Digital twins, virtual replicas of physical systems, enable real-time analysis and simulations, enhancing decision-making and operational efficiency. Simultaneously, blockchain technology ensures transparency and security in supply chains by maintaining unchangeable transaction records. This paper delves into the advantages and challenges presented by these technologies, examining real-world case studies across various industries. The study reveals that the combination of DTT and BCT creates a symbiotic relationship, driving continuous monitoring and validation of supply chain processes. This integration aligns with global sustainability goals, emphasizing resource optimization and waste reduction. However, data privacy, scalability, and interoperability remain significant barriers. A comprehensive approach is advocated to overcome these challenges, emphasizing ethical and environmental norms. Furthermore, this research offers insights into the mediating role of sustainable supply chain management (SSCM) practices and dynamic capabilities in the relationship between Industry 5.0 technologies and operational resource utilization (ORU) performance. It highlights the need for a sophisticated strategy in implementing technology adoption initiatives. This study contributes to theoretical advancements in Industry 5.0 by elucidating the complex interactions between DTT, BCT, and SSCM, paving the way for future research. Additionally, it provides valuable policy implications, guiding policymakers to prioritize innovation, transparency, and sustainability in the industrial sector. Integrating DTT and BCT can reshape supply chain dynamics, fostering a future marked by efficiency, innovation, and environmental responsibility.

在以人类与机器无缝协作为特征的工业 5.0 时代,数字孪生技术(DTT)与区块链技术(BCT)的融合有望彻底改变供应链管理。本研究探讨了数字孪生技术和区块链技术对实现可持续高效供应链运营的影响。数字孪生是物理系统的虚拟复制品,能够进行实时分析和模拟,提高决策和运营效率。同时,区块链技术通过维护不可更改的交易记录,确保供应链的透明度和安全性。本文通过对不同行业的实际案例研究,深入探讨了这些技术带来的优势和挑战。研究表明,DTT 与 BCT 的结合可创建一种共生关系,推动对供应链流程的持续监控和验证。这种整合与强调资源优化和减少浪费的全球可持续发展目标相一致。然而,数据隐私、可扩展性和互操作性仍然是重大障碍。我们提倡采用综合方法来克服这些挑战,同时强调道德和环境规范。此外,本研究还深入探讨了可持续供应链管理(SSCM)实践和动态能力在工业 5.0 技术与运营资源利用(ORU)绩效之间关系中的中介作用。它强调了在实施技术采用计划时需要有一套成熟的战略。本研究阐明了 DTT、BCT 和 SSCM 之间复杂的相互作用,为未来研究铺平了道路,从而推动了工业 5.0 的理论进步。此外,它还提供了有价值的政策影响,指导政策制定者优先考虑工业领域的创新、透明度和可持续性。整合 DTT 和 BCT 可以重塑供应链动态,促进以效率、创新和环境责任为标志的未来。
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引用次数: 0
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Journal of the Knowledge Economy
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