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Building supply chain resilience through collaborative innovation: An information processing theory perspective 通过协作创新建立供应链复原力:信息处理理论视角
Pub Date : 2023-12-01 DOI: 10.1016/j.jdec.2024.01.004
Fangxu Yan , Lujie Chen , Fu Jia , Yu Liu

COVID-19 has brought unprecedented impacts on global logistics and left supply chain management on the verge of collapse, which highlights the research importance of supply chain resilience (SCRE). To provide more insights into SCRE in the pandemic context, this paper uses information processing theory (IPT) as a theoretical lens and attempt to explore how SCRE can be achieved through information processing ‘fit’, that is, the fit between information processing capability and its information processing capability. We conducted a single-case analysis by choosing Zong-Teng Group, one of the biggest cross-border e-commerce enterprises in China, as our sample. Data were mainly collected from interviews with Zong-Teng’s managers and open online resources. Through this single-case analysis, this paper identifies supply chain collaborative innovation as a new mechanism between information processing ‘fit’ and SCRE. Specifically, a firm’s information processing ‘fit’ can lead to three modes of innovative collaborations (i.e., technology, management and market innovation), which further improves SCRE. These findings provide some valuable implications for both researchers and practitioners in operations and supply chain management (OSCM) realms.

COVID-19 给全球物流带来了前所未有的冲击,使供应链管理濒临崩溃,这凸显了供应链复原力(SCRE)研究的重要性。为了对大流行病背景下的供应链复原力有更深入的了解,本文以信息处理理论(IPT)为理论视角,试图探讨如何通过信息处理 "契合"(即信息处理能力与其信息处理能力之间的契合)来实现供应链复原力。我们选择了中国最大的跨境电商企业之一--纵腾集团作为样本,进行了单案例分析。数据主要来源于对纵腾集团管理人员的访谈和公开的网络资源。通过这一单一案例分析,本文发现供应链协同创新是信息处理 "契合度 "与 SCRE 之间的一种新机制。具体而言,企业的信息处理 "契合度 "可导致三种创新合作模式(即技术创新、管理创新和市场创新),从而进一步提高 SCRE。这些发现为运营和供应链管理(OSCM)领域的研究人员和从业人员提供了一些有价值的启示。
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引用次数: 0
Exploring the current status and future opportunities of blockchain technology adoption and application in supply chain management 探索供应链管理中采用和应用区块链技术的现状和未来机遇
Pub Date : 2023-12-01 DOI: 10.1016/j.jdec.2024.01.005
Keru Duan , Gu Pang , Yong Lin

This study comprises a systematic literature review that offers a thorough analysis of the present state-of-the-art knowledge regarding the adoption and application of blockchain technology within the context of supply chain management. Based on an extensive review of 133 articles from highly-regarded journals, we developed a framework where we highlight the integration of the transition from blockchain technology adoption to its application. This transition process is explained by two theories: the Technology Acceptance Model and the Diffusion of Innovation Theory. In the adoption phase, we identified eight internal drivers and seven external drivers, together with comprehensive barriers. Our framework also integrates and examines the blockchain technology application stage, focusing not only on the current development of benefits of blockchain technology implementation but also on the challenges that impede the successful implementation of blockchain technology in supply chain management. The future development prospects are also highlighted which include standardization, platform development, regulation system development, cost reduction, and talent cultivation. These future developments were critical yet were missing in the current academic literature. By providing an in-depth analysis of these challenges, our study can assist supply chain practitioners in making informed decisions about blockchain-enabled supply chain management initiatives.

本研究通过系统的文献综述,全面分析了目前在供应链管理背景下采用和应用区块链技术的最新知识。在广泛查阅 133 篇知名期刊论文的基础上,我们建立了一个框架,其中强调了从采用区块链技术到应用区块链技术这一过渡过程的整合。这一过渡过程由两个理论来解释:技术接受模型和创新扩散理论。在采用阶段,我们确定了八个内部驱动因素和七个外部驱动因素,以及全面的障碍。我们的框架还对区块链技术应用阶段进行了整合和研究,不仅关注了区块链技术实施效益的当前发展情况,还关注了阻碍区块链技术在供应链管理中成功实施的挑战。此外,还重点介绍了未来的发展前景,包括标准化、平台开发、监管系统开发、成本降低和人才培养。这些未来发展至关重要,但在目前的学术文献中却缺失。通过对这些挑战进行深入分析,我们的研究可以帮助供应链从业人员就区块链支持的供应链管理措施做出明智决策。
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引用次数: 0
The future of the food supply chain: A systematic literature review and research directions towards sustainability, resilience, and technology adoption 食品供应链的未来:系统性文献综述以及可持续性、复原力和技术采用的研究方向
Pub Date : 2023-12-01 DOI: 10.1016/j.jdec.2024.03.001
I-Hsuan Su, Lin Wu, Kim Hua Tan

In recent years, our food supply chain facing various disruptions shows a need for higher resilience and sustainability. To better prepare for future uncertainties the food supply chain may encounter, it is imperative to understand the status quo of the food supply chain resilience literature, which focuses on deploying digital technology and integrating sustainability in supply chain management. Motivated by this, our study critically reviews the literature on food supply chain resilience against different types of disruptions, identifies research gaps, and provides a reference for the food supply chain to respond to uncertainties more effectively through digital technology and sustainability integration. To fulfil this objective, we perform a systematic literature review of academic journal articles from 2010 to 2020. Our study is novel in investigating different potential strategies to respond to various disruptions, emphasising the role of digital technologies and sustainability. The findings complement existing literature on supply chain resilience and serve as guides to supply chain practitioners facing disruptions. In addition, we investigate possible ways of adopting and optimising digital technologies to enhance food supply chain resilience and indicate areas where a sustainable future can be achieved through a more resilient food supply chain powered by digital innovations.

近年来,我们的食品供应链面临着各种干扰,这表明我们需要更高的复原力和可持续性。为了更好地应对食品供应链未来可能遇到的不确定性,当务之急是了解食品供应链复原力文献的现状,其重点是在供应链管理中部署数字技术和整合可持续性。受此启发,我们的研究对有关食品供应链抵御不同类型干扰的文献进行了批判性回顾,找出了研究空白,并为食品供应链通过数字技术和可持续发展整合更有效地应对不确定性提供了参考。为实现这一目标,我们对 2010 年至 2020 年的学术期刊文章进行了系统的文献综述。我们的研究新颖地调查了应对各种干扰的不同潜在策略,强调了数字技术和可持续发展的作用。研究结果补充了有关供应链复原力的现有文献,可为面临干扰的供应链从业人员提供指导。此外,我们还研究了采用和优化数字技术以增强食品供应链复原力的可能方法,并指出了可通过数字创新驱动的更具复原力的食品供应链实现可持续未来的领域。
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引用次数: 0
How SMEs respond to an exogenous shock: Diversification, servitization and digitalization 中小企业如何应对外来冲击:多样化、服务化和数字化
Pub Date : 2023-12-01 DOI: 10.1016/j.jdec.2024.01.006
Marco Bettiol , Mauro Capestro , Eleonora Di Maria , Stefano Micelli

COVID-19 has been an exogenous shock for several businesses. Pandemic pushed firms to operate in an uncharted territory. Firms had to adapt quickly to survive in an unpredictable market and in conditions of uncertainty further fueled by political instability and environmental challenges. Based on a quantitative survey carried out during the pandemic period, the study aims at assessing how small and medium-sized enterprises (SMEs) responded to the challenges emerged during the COVID-19 outbreak, focusing on diversification and servitization strategies to outline potential new theoretical insights related to these strategies developed in turbulent times considering the function of digitalization in this respect. Through a cluster analysis the study identifies 4 groups of firms (unresponsive, defender, analyzer and prospector) that have shown different responses to the crisis related to diversification and servitization, highlighting the key role of digital technologies (both ICT and Industry 4.0) as well as of customers. The findings allowed to define theoretical and practical implications.

COVID-19 对一些企业造成了外来冲击。大流行病迫使企业在未知领域开展业务。在政治不稳定和环境挑战进一步加剧的不确定性条件下,企业必须迅速适应,才能在不可预测的市场中生存下来。本研究以大流行病期间开展的定量调查为基础,旨在评估中小型企业(SMEs)如何应对 COVID-19 爆发期间出现的挑战,重点关注多样化和服务化战略,以勾勒出与动荡时期制定的这些战略相关的潜在新理论见解,并考虑到数字化在这方面的作用。通过聚类分析,该研究确定了四类企业(无反应型、防御型、分析型和勘探型),这些企业在多样化和服务化方面对危机做出了不同的反应,突出了数字技术(信息和通信技术以及工业 4.0)以及客户的关键作用。研究结果有助于确定理论和实践意义。
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引用次数: 0
Digital transformation, intelligent device utilization, and carbon emission reduction 数字化转型、智能设备利用和碳减排
Pub Date : 2023-12-01 DOI: 10.1016/j.jdec.2023.12.004
Yuzhou Chu, Mingwang Cheng, Xiyao Zhao, Di Zhou

In the context of China's rapidly growing digital economy, exploring the potential to reduce carbon emissions from the perspective of enterprise digitization is of vital practical significance for achieving ambitious "carbon peak" and "carbon neutrality" goals. This paper uses data from A-share listed companies as a sample pool spanning the years 2014–2020 and finds that a nonlinear, inverted U-shaped relationship exists between enterprise digital transformation and carbon emissions. We further construct several robustness tests and show that the effect remains significant after accounting for the endogeneity issue using IV regressions. Heterogeneity analysis indicates that the effect of digital transformation on carbon emissions is influenced by the regional economic development level and the ownership structure of enterprises. Notably, in non-state-owned enterprises and economically advanced regions, the influence of digital transformation on carbon emissions becomes more pronounced. This paper provides explicit policy implications. It is suggested that enterprises accelerate their digital transformation by integrating smart device development into their production and operations and government should give support to digital transformation to facilitate industrial upgrading, and further promote China's pursuit of high-quality and sustainable economic development.

在中国数字经济快速发展的背景下,从企业数字化的角度探索碳减排的潜力,对于实现 "碳峰值 "和 "碳中和 "的宏伟目标具有重要的现实意义。本文以 A 股上市公司数据为样本库,时间跨度为 2014-2020 年,发现企业数字化转型与碳排放之间存在非线性的倒 U 型关系。我们进一步构建了几个稳健性检验,结果表明,在使用 IV 回归考虑内生性问题后,该效应仍然显著。异质性分析表明,数字化转型对碳排放的影响受地区经济发展水平和企业所有制结构的影响。值得注意的是,在非国有企业和经济发达地区,数字化转型对碳排放的影响更加明显。本文提出了明确的政策含义。建议企业加快数字化转型,将智能设备开发融入生产经营中;政府应支持数字化转型,促进产业升级,进一步推动中国经济追求高质量和可持续发展。
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引用次数: 0
Evaluation of smart scenic spot construction in China 中国智慧景区建设评估
Pub Date : 2023-12-01 DOI: 10.1016/j.jdec.2023.12.002
Qian Wu, Zizhao Wu, Ning Deng

The arrival of “Internet Plus” and the 5G era has brought rapid digital transformation. Many scenic spots in China are conforming to trends of the times by embarking on this transformation and beginning to become smart scenic spots. Yet these sites continue to face challenges in the process of smart construction. Moreover, theoretical guidance on the smart construction of scenic spots is lacking. We adopted a questionnaire survey method to study smart construction at 5A and 4A scenic spots in China. Based on the results, we established a smart scenic spot evaluation system via the Delphi method and the analytic hierarchy process. Our proposed system included infrastructure construction, smart service, smart management, and smart marketing as primary indicators. With the help of a geographic information system, we also discovered that scenic spots' locations influence smart construction. Findings can inform countermeasures and evaluation standards for China's smart scenic spot construction, offering guidance for improving sites' smartness.

"互联网+"和 5G 时代的到来,带来了快速的数字化转型。中国许多景区顺应时代潮流,开始转型,开始成为智慧景区。然而,这些景区在智慧化建设过程中仍然面临着挑战。此外,景区智慧化建设也缺乏理论指导。我们采用问卷调查法对中国 5A 和 4A 级景区的智慧建设进行了研究。根据调查结果,我们通过德尔菲法和层次分析法建立了智慧景区评价体系。我们提出的体系将基础设施建设、智慧服务、智慧管理和智慧营销作为主要指标。在地理信息系统的帮助下,我们还发现了景区位置对智慧建设的影响。研究结果可作为中国智慧景区建设的对策和评价标准,为提高景区的智慧化水平提供指导。
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引用次数: 0
Digital global value chains: An analysis from the perspective of a value-added decomposition 数字全球价值链:从增值分解的角度进行分析
Pub Date : 2023-12-01 DOI: 10.1016/j.jdec.2023.12.003
Yuning Gao , Meng Li , Anqi Yu , Hongyun Pan

Digital technologies reshape the distribution of value added through global value chains (GVCs). Based on the GVC decomposition method, we calculate the digital technology-related value added implied in GVCs. We find that digital technology-related value added share in service industries is higher and growing more rapidly than overall industries. The share of digital technology-related value added of three trade paths in service industries is higher than its share in overall industries. In service industries, simple and complex value chains have a higher share of digital technology-related value added than traditional value chains. Digital technology-related value added in China's service industries grows faster than overall industries, and digital technology-related value added in China's service industries trade grows faster than in overall industries trade. The share of digital technology-related value added in trade is higher and grows faster than its in domestic demand. The share of digital technology-related value added in China's service industries is higher than that in overall industries. This paper offers new interpretations of digital GVCs.

数字技术通过全球价值链(GVC)重塑了附加值的分布。根据全球价值链分解法,我们计算了全球价值链中隐含的数字技术相关附加值。我们发现,与整体产业相比,服务业中与数字技术相关的增加值份额更高,增长更快。在服务业的三种贸易路径中,与数字技术相关的增加值所占份额均高于其在整体产业中的份额。在服务业中,简单价值链和复杂价值链的数字技术相关增加值份额高于传统价值链。中国服务业中与数字技术相关的增加值增长快于整体产业,中国服务业贸易中与数字技术相关的增加值增长快于整体产业贸易。与数字技术相关的增加值在贸易中的占比高于其在内需中的占比,且增长速度更快。与数字技术相关的增加值在中国服务业中的比重高于整体工业。本文为数字全球价值链提供了新的解释。
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引用次数: 0
Sponsorship disclosure and consumer engagement: Evidence from Bilibili video platform 赞助披露与消费者参与:来自哔哩哔哩视频平台的证据
Pub Date : 2023-08-01 DOI: 10.1016/j.jdec.2023.07.001
Chengbin Sun , Di Zhou , Tianxi Yang

With the rapid advancement of mobile internet, UGC video platforms have become integral to the daily lives of young generations. For content creators on these platforms, sharing videos sponsored by corporations is the primary method to monetize their work. This research delves into the impact of video content sponsorship and sponsorship disclosure on consumer engagement by analyzing nearly 30,000 videos on the Bilibili platform. The results indicate that video sponsorships have a significantly negative impact on consumer engagement. However, comprehensive disclosure of sponsorship beforehand can improve consumer engagement. Additionally, our study demonstrates that followers of top-tier content creators are more sensitive to video sponsorships. This paper presents a critical empirical investigation of the sponsorship issue within the context of UGC platforms, making valuable contributions to the theories of advertisements' externalities in two-sided markets and information asymmetry.

随着移动互联网的快速发展,UGC视频平台已经成为年轻一代日常生活中不可或缺的一部分。对于这些平台上的内容创作者来说,分享由公司赞助的视频是他们赚钱的主要方法。本研究通过分析Bilibili平台上近3万个视频,探讨了视频内容赞助和赞助披露对消费者参与度的影响。结果表明,视频赞助对消费者参与有显著的负面影响。然而,事先全面披露赞助信息可以提高消费者参与度。此外,我们的研究表明,顶级内容创作者的追随者对视频赞助更为敏感。本文对UGC平台背景下的赞助问题进行了批判性的实证研究,为双边市场中的广告外部性理论和信息不对称理论做出了有价值的贡献。
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引用次数: 0
Role of next generation access networks on COVID-19 propagation: Empirical assessment with a dynamic multinomial discrete choice model framework 下一代接入网络对COVID-19传播的作用:基于动态多项离散选择模型框架的实证评估
Pub Date : 2023-07-16 DOI: 10.1016/j.jdec.2023.06.002
Vitor Miguel Ribeiro

Through the application of discrete choice and machine learning models, the primary objective of this study is to assess the impact of NGA networks coverage on reducing the risk of contagion during the first wave of COVID-19 across 278 municipalities in mainland Portugal, while controlling for other domains under the tutelage of the local public administration. Benchmark estimations reveal that, while holding everything else constant, each spatial unit is 2.4 p.p. more likely to become a high-risk municipality with additional 10 ​000 cabled houses with NGA networks. In a multinomial discrete choice model setting, the technical novelty of this study lies in providing graphical visualization and economic interpretation of coefficients and average marginal effects as a function of the number of classes used to define the dependent variable, while ensuring the satisfaction of the IIA assumption. The positive and significant coefficients of NGA indicate that additional coverage of NGA networks increases the likelihood of municipalities becoming high-risk for increasing number of spatial units not belonging to the low-risk efficiency frontier. The significant, negative, and decreasing average marginal effects of NGA suggest that the ability to remain a low-risk municipality diminishes with increasing NGA networks coverage as the number of municipalities belonging to the low-risk efficiency frontier decreases. The analysis also confirms that the effect of NGA networks coverage on COVID-19 is statistically significant in the indirect channel. This impact persists due to the mediation of population density, which is directly influenced by NGA networks coverage. All these findings can be explained by the fact that benefits related to productive activities do not outweigh costs associated with leisure time. Hence, this research emphasizes the need for a normative discussion on the intended purpose of digital technologies built on top of NGA networks to ensure a level playing field in the post-pandemic era.

通过应用离散选择和机器学习模型,本研究的主要目标是评估NGA网络覆盖范围对降低葡萄牙大陆278个城市第一波COVID-19感染风险的影响,同时在当地公共行政部门的监督下控制其他领域。基准估计显示,在保持其他所有因素不变的情况下,每个空间单元成为高风险城市的可能性增加2.4个百分点,因为有额外的10,000个带有NGA网络的有线住宅。在多项离散选择模型设置中,本研究的技术新颖之处在于提供了用于定义因变量的类数的函数的系数和平均边际效应的图形可视化和经济解释,同时确保满足IIA假设。NGA的正显著系数表明,随着非低风险效率边界空间单元数量的增加,NGA网络的额外覆盖增加了城市变得高风险的可能性。NGA显著的、负的和不断下降的平均边际效应表明,随着NGA网络覆盖范围的增加,作为低风险城市的能力会减弱,因为属于低风险效率边界的城市数量会减少。分析还证实,NGA网络覆盖对COVID-19的影响在间接渠道中具有统计学意义。由于人口密度的中介作用,这种影响持续存在,而人口密度直接受到NGA网络覆盖的影响。所有这些发现都可以用这样一个事实来解释,即与生产性活动有关的收益并不超过与闲暇时间有关的成本。因此,本研究强调,有必要对建立在NGA网络之上的数字技术的预期目的进行规范讨论,以确保大流行后时代的公平竞争环境。
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引用次数: 0
The influence factors of innovation networking formation based on ERGM: Evidence from the smart medical industry 基于ERGM的创新网络形成的影响因素:来自智慧医疗行业的证据
Pub Date : 2023-06-14 DOI: 10.1016/j.jdec.2023.06.001
Chao Lu, Bin Li

With the growth of the social economy and technology, innovation networks have emerged as one of the most significant methods for analyzing the evolution of industrial innovation. Yet, there is a shortage of studies analyzing the components that influence network creation. By highly integrating digital technology with the traditional medical industry chain, the smart medical industry has become one of the important sectors of the digital economy. With the advent of internet-based diagnosis and treatment technologies, innovation inside the smart medical industry has taken the form of a network. This study aims to construct an innovation network by organizing and analyzing patent data from China's smart medical industry cooperation, covering the period from 2005 to 2022. The data is sourced from the IncoPat database. The analysis utilizes the Exponential Random Graph Model (ERGM) approach to conduct regression analysis on various factors. These factors include endogenous structural characteristics, node feature variables such as node emergence time and institutional attributes, as well as the distance network and IPC attribute network. By examining the driving mechanism and influence mechanism that influence the innovation network, this study contributes to the smart medical industry research by gaining a better understanding of the current status of innovation network, which can be advantageous for businesses in this field to accurately recognize and actively promote their innovation practices.

随着社会经济和技术的发展,创新网络已成为分析产业创新演进的重要方法之一。然而,对影响网络形成的因素的分析研究还很缺乏。通过将数字技术与传统医疗产业链高度融合,智慧医疗产业已成为数字经济的重要板块之一。随着基于互联网的诊疗技术的出现,智能医疗行业内部的创新已经以网络的形式出现。本研究旨在通过整理和分析中国智慧医疗产业合作的专利数据,构建一个创新网络,时间跨度为2005年至2022年。数据来源于IncoPat数据库。分析采用指数随机图模型(Exponential Random Graph Model, ERGM)方法对各因素进行回归分析。这些因素包括内生结构特征,节点出现时间、制度属性等节点特征变量,以及距离网络和IPC属性网络。本研究通过研究影响创新网络的驱动机制和影响机制,有助于更好地了解创新网络的现状,有助于智慧医疗行业研究,有利于该领域企业准确认识并积极推动其创新实践。
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引用次数: 1
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Journal of Digital Economy
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