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A SEED model for constructing the data factor market: Evidence from Guiyang Global Big Data Exchange (GBDEx) in China 构建数据要素市场的SEED模型——来自中国贵阳全球大数据交易所的证据
Pub Date : 2022-12-01 DOI: 10.1016/j.jdec.2023.03.002
Yuting Ye , Ailin Zhou , Xinwei Shi , Cheng Huang

In the era of digital economy, the data has increasingly become one important production factor. Taking Guiyang Global Big Data Exchange (GBDEx) as an empirical case, this paper first proposes a SEED model for constructing the data factor market which mainly consists of four components: S for System rules designing which refers to the design of rules, standards, policies and laws on data transaction process; E for Exchange platform building which should be credible, controllable, reliable and traceable; E for Ecosystem nurturing that refer to diverse data suppliers, customers for data demand, data intermediaries, data regulators, and other data trading alliances should be nurtured; and D for Data convergence and co-governance refers to the convergence and co-governance of various types of data trading subjects. The SEED can also be interpreted as a process of constructing the data factor market, with the data exchange as the core, igniting the vitality of the whole data factor market like a seed. We believe this paper can make contributions to the digital economy literature: first, it contributes to extant literature on data marketplaces and data ecosystem; second, it provides practical suggestions for constructing the data factor market; third, relevant policy makers and higher-level managers will likely achieve much enlightenment from this paper.

在数字经济时代,数据日益成为重要的生产要素之一。本文以贵阳全球大数据交易所(GBDEx)为实证案例,首先提出了构建数据要素市场的SEED模型,该模型主要由四个部分组成:S为系统规则设计,即对数据交易过程进行规则、标准、政策和法律的设计;E .交易所平台建设要可信、可控、可靠、可追溯;E是生态系统培育,指的是不同的数据供应商、数据需求客户、数据中介机构、数据监管机构和其他数据交易联盟;D (Data convergence and co-governance)是指各类数据交易主体的融合和共同治理。SEED也可以理解为一个构建数据因子市场的过程,以数据交换为核心,像种子一样点燃整个数据因子市场的活力。我们认为本文可以对数字经济文献做出贡献:首先,它有助于现有的数据市场和数据生态系统文献;第二,为构建数据要素市场提供了切实可行的建议;第三,相关政策制定者和高层管理者可能会从本文中得到很多启示。
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引用次数: 1
The digital economy and the growth dynamics of sharing platforms: A transaction cost economics assessment 数字经济与共享平台的增长动态:交易成本经济学评估
Pub Date : 2022-12-01 DOI: 10.1016/j.jdec.2023.01.002
Yusaf H. Akbar , Andrea Tracogna

Despite their growing significance in the digital economy, some sharing platforms struggle to achieve sufficient scale, while others fail entirely. By extending the focus beyond network effects and trust-building mechanisms, this paper seeks to identify factors that impact platform growth and to analyze their implications for governance mechanisms and the strategic management of sharing platforms. We center our analysis on transaction costs economics (TCE) and its three key related variables: transaction frequency, transaction uncertainty, and transaction-dedicated investments. Our aim is to examine how these variables determine transaction costs at the platform level and how these costs shape member participation and hence platform growth. To explore our hypotheses, we surveyed a community of members of a digital, peer-to-peer (P2P) sharing platform. Our empirical findings confirm that a platform's growth is significantly affected by transaction features and that, alongside other theoretical approaches, TCE represents an appropriate and complementary lens with which to explore the growth dynamics of sharing platforms, as well as to consider appropriate actions platform owners can take at the organizational, governance, and strategic design levels.

尽管在数字经济中越来越重要,但一些共享平台难以达到足够的规模,而另一些则完全失败。通过将关注点扩展到网络效应和信任建立机制之外,本文试图找出影响平台增长的因素,并分析其对治理机制和共享平台战略管理的影响。我们的分析集中在交易成本经济学(TCE)及其三个关键相关变量:交易频率、交易不确定性和交易专用投资。我们的目的是研究这些变量如何决定平台层面的交易成本,以及这些成本如何影响成员参与和平台增长。为了探索我们的假设,我们调查了一个数字点对点(P2P)共享平台的成员社区。我们的实证研究结果证实,平台的增长受到交易特征的显著影响,与其他理论方法一起,TCE代表了一个适当的和互补的视角,用于探索共享平台的增长动态,以及考虑平台所有者可以在组织、治理和战略设计层面采取的适当行动。
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引用次数: 0
Why do platform multinational companies struggle abroad? A multi-method study of the role of informal institutional distance 平台型跨国公司为何在海外苦苦挣扎?非正式制度距离作用的多方法研究
Pub Date : 2022-12-01 DOI: 10.1016/j.jdec.2023.03.001
Di Zhou , Ke Rong , Ronaldo Parente

Firms providing virtual platforms that connect buyers with sellers of goods and services are increasingly venturing abroad, sometimes from or near inception. However, these platform multinational companies (PMNCs) seem to struggle more against local competitors in foreign markets compared to more traditional MNCs when it comes to capturing market share and generating profits. In this study, we explore the underlying causes of these patterns. We first flesh out several stylized facts from a longitudinal case study of the mobile phone industry in China, and then we use these facts as input for formal economic modelling and simulations to derive generalized propositions. We find that informal institutional distance (IID) at the macro business system and micro product market levels poses challenges to all MNCs. Yet, whereas traditional MNCs can overcome IID by leveraging their product quality advantage, PMNCs are usually unable to do so and are, thus, more likely to underperform. We explicate that this pattern is likely underpinned by network effects that exacerbate the role of IID for the foreign PMNC. We discuss implications of these results for theory of the PMNC, particularly focusing on the need for research examining how this unique form of MNC can overcome internationalization challenges associated with IID.

提供虚拟平台连接商品和服务的买家和卖家的公司越来越多地在海外冒险,有时从一开始或接近开始。然而,在夺取市场份额和创造利润方面,这些平台跨国公司(pmnc)似乎比更传统的跨国公司在国外市场上与当地竞争对手进行了更多的斗争。在这项研究中,我们探讨了这些模式的潜在原因。我们首先从中国手机行业的纵向案例研究中充实出几个程式化的事实,然后我们将这些事实作为正式经济建模和模拟的输入,以得出广义命题。研究发现,宏观业务系统和微观产品市场层面的非正式制度距离对所有跨国公司都构成挑战。然而,传统跨国公司可以通过利用其产品质量优势来克服IID,而pmnc公司通常无法做到这一点,因此更有可能表现不佳。我们解释说,这种模式可能是由网络效应支撑的,网络效应加剧了IID对外国PMNC的作用。我们讨论了这些结果对PMNC理论的影响,特别关注研究这种独特形式的MNC如何克服与IID相关的国际化挑战的必要性。
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引用次数: 0
Comparative analysis of digital trade development strategies and governance approaches 数字贸易发展战略与治理途径的比较分析
Pub Date : 2022-12-01 DOI: 10.1016/j.jdec.2023.02.001
Ying Chen, Yuning Gao

With the process of digitalization, digital trade has become the primary pattern of international trade, and digital platforms and data have become two essential ingredients in digital trade. Meanwhile, the governance of digital trade has been a critical issue in international cooperation and domestic regulation. The governance system on digital trade is fragmented, and the governance approaches of the leading economies show divergences and conflicts. With the aim to explore the factors for the policy conflicts, this article selects the United States, the European Union, China, and India as typical cases to analyze their trade development strategies and digital trade rules comparatively. We find that the four economies adopt differentiated digital trade policies and data governance approaches on the basis of digital industrial benefits. We concluded that the government implements trade policies strategically to influence the distribution of digital trade gains and increase the share of the digital industry by intervening in cross-border data flows. This article contributes to current research by keeping up with the latest progress in digital trade governance and making theoretical analyses on strategic digital trade policies and governance approaches.

随着数字化进程的推进,数字贸易已成为国际贸易的主要方式,数字平台和数据已成为数字贸易的两大要素。与此同时,数字贸易的治理一直是国际合作和国内监管的关键问题。数字贸易治理体系碎片化,主要经济体治理方式存在分歧和冲突。本文选取美国、欧盟、中国和印度作为典型案例,对其贸易发展战略和数字贸易规则进行比较分析,探讨政策冲突的影响因素。我们发现,四个经济体在数字产业利益的基础上采取了差异化的数字贸易政策和数据治理方式。我们的结论是,政府战略性地实施贸易政策,通过干预跨境数据流动来影响数字贸易收益的分配,并增加数字产业的份额。本文紧跟数字贸易治理的最新进展,对战略性数字贸易政策和治理方法进行理论分析,为当前的研究做出贡献。
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引用次数: 2
An improved FMEA quality risk assessment framework for enterprise data assets 改进的企业数据资产FMEA质量风险评估框架
Pub Date : 2022-12-01 DOI: 10.1016/j.jdec.2022.12.001
Jianxin You , Shuqi Lou , Renjie Mao , Tao Xu

Analyzing and assessing the quality risks is essential to leverage the value of data assets. In this paper, a framework for proactively assessing the quality risks of data assets based on an improved FMEA is proposed. First, quality risk metrics are identified from a lifecycle perspective through literature research and experts' discussions. Then, Triangular Fuzzy Numbers are adopted to express uncertain and complex information about the expert's assessment. Subsequently, a new risk factor ‘C' is introduced to describe the difficulty of risk controlling and a DEA approach is applied to calculate the weights of risk factors. Finally, a practical case is provided to demonstrate the proposed FMEA framework, and several recommendations are provided to control data asset quality risks.

分析和评估质量风险对于利用数据资产的价值至关重要。本文提出了一种基于改进FMEA的数据资产质量风险主动评估框架。首先,通过文献研究和专家讨论,从生命周期的角度确定质量风险度量。然后,采用三角模糊数来表达专家评价的不确定性和复杂性信息。随后,引入新的风险因子“C”来描述风险控制的难度,并采用DEA方法计算风险因子的权重。最后,通过一个实际案例对所提出的FMEA框架进行了论证,并提出了控制数据资产质量风险的几点建议。
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引用次数: 2
How to realize the full potentials of artificial intelligence (AI) in digital economy? A literature review 如何在数字经济中充分发挥人工智能的潜力?文献综述
Pub Date : 2022-12-01 DOI: 10.1016/j.jdec.2022.11.003
Haiming Hang , Zhifeng Chen

Artificial intelligence (hereafter AI) is widely considered as a driving force in the current digital economy, with many firms having already invested in AI. Since AI is unconstrainted by humans' cognitive limitations and inflexibility, and thus a key assumption in popular press is that AI is crucial for firms' success in digital economy. However, surprisingly, many managers indicate they are yet to benefit from their AI investments. To address this issue, the main purpose of this paper is to summarize the extant literature on AI in business and management fields to identify how AI can create competitive advantages and underpin the key barriers that prevent AI from realizing its full potentials. Our results suggest AI can increase revenue by improving employee productivity, increasing consumer evaluation, setting competitive price and creating unique resources. AI can also reduce cost by improving efficiency and reducing risks. However, our results also indicate that AI adoption, task nature and AI management are the key barriers preventing AI from realizing its full potentials. This is because AI lacks interpersonal skills. Thus, we encourage future research to focus on improving AI's interpersonal skills.

人工智能(以下简称AI)被广泛认为是当前数字经济的驱动力,许多公司已经在人工智能方面进行了投资。由于人工智能不受人类认知局限性和不灵活性的约束,因此大众媒体的一个关键假设是人工智能对企业在数字经济中的成功至关重要。然而,令人惊讶的是,许多基金经理表示,他们尚未从人工智能投资中受益。为了解决这个问题,本文的主要目的是总结商业和管理领域关于人工智能的现有文献,以确定人工智能如何创造竞争优势,并巩固阻碍人工智能充分发挥潜力的关键障碍。我们的研究结果表明,人工智能可以通过提高员工生产率、提高消费者评价、设定有竞争力的价格和创造独特的资源来增加收入。人工智能还可以通过提高效率和降低风险来降低成本。然而,我们的研究结果也表明,人工智能的采用、任务性质和人工智能管理是阻碍人工智能充分发挥潜力的主要障碍。这是因为人工智能缺乏人际交往能力。因此,我们鼓励未来的研究将重点放在提高人工智能的人际交往能力上。
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引用次数: 3
Entrepreneurial ecosystem and urban economic growth-from the knowledge-based view 创业生态系统与城市经济增长——基于知识的视角
Pub Date : 2022-12-01 DOI: 10.1016/j.jdec.2023.02.002
Peipei Yang , Xielin Liu , Yimei Hu , Yuchen Gao

The purpose of this paper is to explore the relationship between the development of entrepreneurial ecosystems and economic growth at the urban level from the knowledge-based view. This paper also scrutinizes the moderating roles of industrial diversities and digital technology service. Based on the data of 32 cities in China from 2008 to 2018, the findings show that entrepreneurial ecosystems' development promotes municipal economic growth significantly via knowledge creation and knowledge flow. Moreover, industrial diversity and digital technology service are found to positively moderate the relationship between entrepreneurial ecosystems’ development and the urban economic growth. This study extends the literature on entrepreneurial ecosystems and regional economic development at the urban level from the perspective of knowledge-based view. The findings also provide policymakers and stakeholders a different mentality when forming strategies and policies on entrepreneurship.

本文旨在从知识视角探讨创业生态系统的发展与城市经济增长的关系。本文还考察了产业多样性和数字技术服务的调节作用。基于2008 - 2018年中国32个城市的数据,研究发现创业生态系统的发展通过知识创造和知识流动对城市经济增长具有显著的促进作用。产业多样性和数字技术服务正向调节创业生态系统发展与城市经济增长的关系。本研究从知识视角拓展了城市层面创业生态系统与区域经济发展的相关文献。研究结果还为决策者和利益相关者在制定创业战略和政策时提供了不同的心态。
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引用次数: 0
Patent system in the digital era - Opportunities and new challenges 数字时代的专利制度——机遇与新挑战
Pub Date : 2022-12-01 DOI: 10.1016/j.jdec.2022.12.003
Xin Ouyang (欧阳鑫) , Zhen Sun (孙震) , Xinzhen Xu (徐欣祯)

The patent system is instrumental in contributing to firms' innovation and nations’ economic growth. However, the system has been plagued by a series of persistent problems that prevent it from playing its full role. For example, the fundamental issue of who should be awarded the patent has not yet been resolved; the massive backlog of patent applications in patent offices worldwide has become a major headache for policymakers and innovating firms. In the paper, we propose and discuss a framework that digital technologies could offer promising solutions to these long-standing issues, thereby significantly improving the efficiency of the patent system. Meanwhile, we also present and discuss a few challenges faced by the patent system due to the cumulative nature and interconnectedness of digital technologies. Therefore, the digital era opens up new possibilities for the patent system but also brings about new challenges. This paper hopes to shed light on the discussion on the reform of the patent system in the digital era and point out a few possibly fruitful research directions in this area.

专利制度在促进企业创新和国家经济增长方面发挥着重要作用。然而,该系统一直受到一系列持续存在的问题的困扰,使其无法充分发挥作用。例如,谁应该被授予专利的根本问题尚未解决;世界各地专利局大量积压的专利申请已经成为令政策制定者和创新公司头疼的一大问题。在本文中,我们提出并讨论了一个框架,即数字技术可以为这些长期存在的问题提供有希望的解决方案,从而显著提高专利制度的效率。同时,我们也提出并讨论了由于数字技术的累积性和互联性,专利制度所面临的一些挑战。因此,数字时代为专利制度开辟了新的可能性,但也带来了新的挑战。本文希望对数字时代专利制度改革的讨论有所启发,并指出这一领域可能富有成效的研究方向。
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引用次数: 0
Supply chain finance: What are the challenges in the adoption of blockchain technology? 供应链金融:采用区块链技术面临哪些挑战?
Pub Date : 2022-12-01 DOI: 10.1016/j.jdec.2022.12.002
Yutong Bai , Yang Liu , Wee Meng Yeo

As an emerging information technology, blockchain has aroused extensive discussions around the world and been suggested as a solution to address current issues in supply chain finance (SCF). The Chinese government also attaches great importance to this technology, and many Chinese state-owned enterprises have invested in establishing their own blockchain research and development centres. However, there is a lack of studies on identifying challenges when deploying this technology; theoretical framework and conceptual exposition are also scarcely seen. Therefore, the aim of this study is to investigate the challenges and obstacles in the adoption of blockchain technology in SCF. An exploratory case study of a Chinese state-owned enterprise was conducted to build up an initial conceptual framework. Semi-structured interview was applied to collect data from the case firm's employees, top management, and technical specialists. The results of the analysis indicate that in the adoption of blockchain technology, there are technological, operational, and other challenges. From a technological perspective, framework identification, cross-chain interoperability, and data governance are major barriers; whereas, from an operational perspective, the new business process and transformation in the entire supply chain are identified as challenges. Besides, other obstacles such as the elimination of jobs and regulatory issues are also not neglectable. This study contributes to research on blockchain and supply chains by shedding light on the challenges of blockchain adoption through an exploratory case study of a Chinese state-owned enterprise. A conceptual framework was generated as a basis for future research, and the findings also provide insights for companies that may or are planning to adopt blockchain technology.

区块链作为一种新兴的信息技术,在世界范围内引起了广泛的讨论,并被认为是解决当前供应链金融问题的一种解决方案。中国政府也非常重视这项技术,许多中国国有企业已经投资建立了自己的区块链研发中心。然而,在部署这项技术时,缺乏关于识别挑战的研究;理论框架和概念阐述也很少见到。因此,本研究的目的是探讨在SCF中采用区块链技术的挑战和障碍。本文通过对中国国有企业的探索性案例研究,构建了初步的概念框架。采用半结构化访谈法收集案例公司员工、高层管理人员和技术专家的数据。分析结果表明,在采用区块链技术时,存在技术、操作和其他方面的挑战。从技术角度来看,框架识别、跨链互操作性和数据治理是主要障碍;然而,从运营角度来看,整个供应链中的新业务流程和转换被认为是挑战。此外,其他障碍,如消除就业和监管问题也不容忽视。本研究通过对一家中国国有企业的探索性案例研究,揭示了采用区块链所面临的挑战,为区块链与供应链的研究做出了贡献。一个概念性的框架作为未来研究的基础,研究结果也为可能或正在计划采用区块链技术的公司提供了见解。
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引用次数: 6
Determinants of consumers' adoption intention for blockchain technology in E-commerce 电子商务中消费者对区块链技术采用意愿的决定因素
Pub Date : 2022-09-01 DOI: 10.1016/j.jdec.2022.11.001
Ali Esfahbodi, Gu Pang, Liuhan Peng

Purpose

While blockchain is considered to have many unprecedented characteristics, and its application is recognized as another new opportunity for the development of e-commerce, there is limited evidence on the factors affecting the adoption of blockchain in the commercial e-commerce sector. This study aims to identify determinants influencing consumers' intention to adopt blockchain technology in e-commerce.

Design

/methodology/approachDrawing on the classic technology acceptance model (TAM), a conceptual framework is developed and empirically assessed to present the relationships between the core characteristics of blockchain and consumers' adoption intention. Survey data were collected from 228 users of the blockchain e-commerce system in China. The structural equation modeling (SEM) approach is used to test the hypotheses.

Findings

The results indicate that cost saving and traceability have a positive effect on perceived usefulness while insignificant associations are found between data privacy security and perceived usefulness, and perceived ease of use and consumers' adoption intention.

Research limitations/implications

The research only examined Chinese users, which may affect the generalizability of the findings. Future research is encouraged to conduct comparative studies beyond this region, e.g., emerging markets versus developed economies. It would also be useful to explore mediating and moderating effects of other new technologies that complement the application and adoption of blockchain.

Practical implications

The research results also bring managerial implications with the ways of attracting customers via blockchain technology, including improving system ability to reduce cost and enhance traceability.

Originality/value -

This paper is one of the early empirical endeavors that examines determinant factors affecting individual users towards the adoption of blockchain technology in e-commerce that is absent in the extant research. This study further contributes to the development of the knowledge bank of blockchain via the conceptual framework of its adoption under the e-commerce context, in particular considering its technical features.

虽然区块链被认为具有许多前所未有的特点,其应用被认为是电子商务发展的又一个新机遇,但关于影响区块链在商业电子商务领域采用的因素的证据有限。本研究旨在确定影响消费者在电子商务中采用区块链技术意愿的决定因素。设计/方法/方法借鉴经典的技术接受模型(TAM),开发了一个概念框架,并对其进行了实证评估,以呈现区块链核心特征与消费者采用意愿之间的关系。调查数据收集自中国区块链电子商务系统的228名用户。采用结构方程建模(SEM)方法对假设进行检验。结果表明,成本节约和可追溯性对感知有用性有正向影响,而数据隐私安全性与感知有用性、感知易用性与消费者采用意愿之间的关联不显著。研究局限性/启示:本研究仅调查了中国用户,这可能会影响研究结果的普遍性。鼓励今后的研究在本区域以外进行比较研究,例如新兴市场与发达经济体的比较研究。探索补充区块链应用和采用的其他新技术的中介和调节效果也很有用。研究结果还为通过区块链技术吸引客户的方式带来了管理意义,包括提高系统能力,降低成本和增强可追溯性。原创性/价值——本文是早期的实证研究之一,研究了影响个人用户在电子商务中采用区块链技术的决定因素,而这些因素在现有研究中是不存在的。本研究通过在电子商务背景下采用区块链的概念框架,特别是考虑到其技术特点,进一步促进了区块链知识库的发展。
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引用次数: 2
期刊
Journal of Digital Economy
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