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Journal of Enterprise Information Management最新文献

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Digitalisation and internationalisation in SMEs: a systematic review and research agenda 中小企业的数字化与国际化:系统回顾与研究议程
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-01-05 DOI: 10.1108/jeim-12-2022-0473
Augusto Bargoni, Alberto Ferraris, Šárka Vilamová, Wan Mohd Hirwani Wan Hussain

Purpose

The purpose of this paper is to provide an integrative picture of the state of the art of the literature on digitalisation of small and medium-sized enterprises (SMEs) as an enabler for their internationalisation process and as a comprehensive view of the specific domains impacted by digital technologies as well as their repercussions on the international outreach.

Design/methodology/approach

A systematic review which leverages a descriptive analysis of extant literature and an axial coding technique has been conducted to shed light on the current knowledge and to identify primary research areas and future research lines.

Findings

The research indicates that digitalisation impacts the internationalisation of SMEs in three specific domains: (1) internationalisation through the adoption of information and communication technologies (ICT) technologies and e-commerce platforms; (2) international expansion through the digitalisation of value chain activities and (3) international outreach through knowledge acquisition on digital platforms.

Originality/value

The value of this study is threefold. First, the authors attempt to systematically review the literature on SMEs digitalisation and internationalisation and provide a holistic perspective on the intertwining of these two research streams. Second, the authors propose a novel conceptualisation on the dimensions of SMEs digitalisation as enablers to internationalisation. Third, the authors put forward promising future lines of research.

Highlights

 

  1. Digitalisation represents a pivotal strategy that allows companies to build new strategic capabilities and is a propeller for SMEs internationalisation.

  2. Through e-commerce, SMEs could compete at the same level of multinational companies but enduring lower costs of expansion.

  3. Digital platforms allow SMEs to enhance the learning processes about international markets through an immediate access to relevant information.

  4. Digital entrepreneurship has enabled SMEs to develop new configurations of value chain activities, evolving their business model or reaching new markets.

  5. SMEs are changing the “business as usual” paradigm offering digital tools to build modular architectures that are scalable and agile in their evolution ability.

目的本文旨在综合介绍有关中小型企业(SMEs)数字化的文献现状,将其视为中小型企业国际化进程的推动力,并全面阐述受数字化技术影响的具体领域及其对国际拓展的反响。设计/方法/途径本文通过对现有文献进行描述性分析,并采用轴向编码技术,对现有知识进行了系统回顾,并确定了主要研究领域和未来研究方向。研究结果研究表明,数字化在三个特定领域影响着中小企业的国际化:(1) 通过采用信息和通信技术(ICT)技术和电子商务平台实现国际化;(2) 通过价值链活动的数字化实现国际扩张;(3) 通过在数字平台上获取知识实现国际拓展。首先,作者试图系统地回顾有关中小企业数字化和国际化的文献,并对这两个研究流派的相互交织提供一个整体视角。其次,作者提出了一个新颖的概念,将中小企业数字化的各个层面视为国际化的推动因素。通过电子商务,中小企业可以与跨国公司在同一水平线上竞争,但扩张成本较低。中小企业正在改变 "一切照旧 "的模式,利用数字工具建立模块化架构,这种架构具有可扩展性和敏捷的进化能力。
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引用次数: 0
Blockchain-driven framework for financing credit in small and medium-sized real estate enterprises 区块链驱动的中小型房地产企业信贷融资框架
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-01-02 DOI: 10.1108/jeim-01-2023-0032
Yi-Hsin Lin, Ruixue Zheng, Fan Wu, Ningshuang Zeng, Jiajia Li, Xingyu Tao

Purpose

This study aimed to improve the financing credit evaluation for small and medium-sized real estate enterprises (SMREEs). A financing credit evaluation model was proposed, and a blockchain-driven financing credit evaluation framework was designed to improve the transparency, credibility and applicability of the financing credit evaluation process.

Design/methodology/approach

The design science research methodology was adopted to identify the main steps in constructing the financing credit model and blockchain-driven framework. The fuzzy analytic hierarchy process (FAHP)–entropy weighting method (EWM)–set pair analysis (SPA) method was used to design a financing credit evaluation model. Moreover, the proposed framework was validated using data acquired from actual cases.

Findings

The results indicate that: (1) the proposed blockchain-driven financing credit evaluation framework can effectively realize a transparent evaluation process compared to the traditional financing credit evaluation system. (2) The proposed model has high effectiveness and can achieve efficient credit ranking, reflect SMREEs' credit status and help improve credit rating.

Originality/value

This study proposes a financing credit evaluation model of SMREEs based on the FAHP–EWM–SPA method. All credit rating data and evaluation process data are immediately stored in the proposed blockchain framework, and the immutable and traceable nature of blockchain enhances trust between nodes, improving the reliability of the financing credit evaluation process and results. In addition, this study partially fulfills the lack of investigations on blockchain adoption for SMREEs' financing credit.

目的本研究旨在改进中小型房地产企业(SMREE)的融资信用评价。提出了融资信用评价模型,并设计了区块链驱动的融资信用评价框架,以提高融资信用评价过程的透明度、可信度和适用性。设计/方法/途径采用设计科学研究方法确定构建融资信用模型和区块链驱动框架的主要步骤。采用模糊层次分析法(FAHP)-熵权法(EWM)-集对分析法(SPA)设计了融资信用评估模型。此外,还利用从实际案例中获取的数据对所提出的框架进行了验证:(1)与传统的融资信用评价体系相比,所提出的区块链驱动的融资信用评价框架能有效实现透明的评价过程。(原创性/价值本研究基于 FAHP-EWM-SPA 方法提出了 SMREE 的融资信用评价模型。所有信用评级数据和评价过程数据都即时存储在所提出的区块链框架中,区块链的不可篡改性和可追溯性增强了节点间的信任,提高了融资信用评价过程和结果的可靠性。此外,本研究还部分弥补了在 SMREE 融资信用方面采用区块链研究的不足。
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引用次数: 0
Analyzing barriers of integrated RFID-blockchain adoption in the Indian public distribution systems 分析印度公共配送系统采用 RFID 区块链集成技术的障碍
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2024-01-01 DOI: 10.1108/jeim-08-2022-0286
Sandeep Kumar Singh, Amit Singh, M. Jenamani, Nirpendra P. Rana
PurposeAs an emerging technology, Radio Frequency IDentification (RFID) and blockchain have the potential to disrupt many areas of business and social structure. However, it is loaded with significant technical, social, legal, financial and ethical complications that bring difficulty in its widespread use within the public distribution system (PDS). This research aims to analyze the barriers to integrated RFID and blockchain adoption in developing countries' PDS. Furthermore, this study also aims to validate the proposed framework against the Indian PDS.Design/methodology/approachThe proposed framework consists of 10 potential barriers to integrated RFID and blockchain adoption. To identify the barriers, this study referred to the extant literature followed by consultations with domain experts. This study prepared the DEMATEL-based questionnaires, collected the data from four domain experts and analyzed them using an integrated Grey-DEMATEL approach.FindingsThe obtained results provide a precise list of barriers and the correlations among them. From the results, it is concluded that the unavailability of a skilled workforce at affordable cost, lack of knowledge about privacy level and unclear return on investment and benefits are the most critical blockchain adoption barriers in the context of Indian PDS.Originality/valueThis research proposes a framework consisting of 10 integrated RFID and blockchain adoption barriers in relation to Indian PDS. It also proposes a method for analyzing causal interrelationships between the barriers while allowing for data input from domain experts. Consequently, the framework is capable of coping with experts' biases and data scarcity.
目的 作为一项新兴技术,射频识别(RFID)和区块链有可能颠覆许多领域的商业和社会结构。然而,它在技术、社会、法律、财务和道德方面都有很大的复杂性,给其在公共分配系统(PDS)中的广泛应用带来了困难。本研究旨在分析在发展中国家的公共分配系统中综合采用 RFID 和区块链的障碍。此外,本研究还旨在根据印度的公共分配系统对所提出的框架进行验证。设计/方法/方法所提出的框架包括 RFID 和区块链集成应用的 10 个潜在障碍。为确定这些障碍,本研究参考了现有文献,并咨询了领域专家。本研究编制了基于 DEMATEL 的调查问卷,从四位领域专家处收集了数据,并使用灰色-DEMATEL 综合方法对其进行了分析。从结果中得出的结论是,在印度 PDS 的背景下,最关键的区块链采用障碍是无法以可承受的成本获得技术熟练的劳动力、缺乏有关隐私级别的知识以及投资回报和收益不明确。它还提出了一种分析这些障碍之间因果关系的方法,同时允许领域专家提供数据输入。因此,该框架能够应对专家偏见和数据稀缺问题。
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引用次数: 0
Service-oriented manufacturing supply chain: risks and their resonant effect 以服务为导向的制造业供应链:风险及其共振效应
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-12-29 DOI: 10.1108/jeim-10-2022-0394
An Thi Binh Duong, Uyen My Diep, Paulo Sampaio, Maria Carvalho, Hai Thanh Pham, Thu-Hang Hoang, Dung Quang Truong, Huy Quang Truong

Purpose

This research aims to specialise in the investigation of risk management for service-oriented manufacturing supply chains via two stages, highlighting its differences from manufacturing. The research article is commenced by executing an encyclopedic review of earlier research to ascertain the distinctive traits of service-oriented manufacturing supply chains and identify prevalent risks. Secondly, an empirical study in the construction field, amongst the industry hardest struck in the mist of the COVID-19 epidemic, is conducted to thoroughly inspect the resonant effect of these risks on service-oriented manufacturing supply chain performance.

Design/methodology/approach

In this study, to validate the resonant effect mechanism, a thorough assessment is undertaken by juxtaposing theoretical model to a newly constructed comparative model that encompasses the single effects of risks on supply chain performance.

Findings

63% variance of service-oriented manufacturing supply chain performance was showcased by the resonant effect model, compared with 46.3% in the comparative model. Moreover, each risk exerts a more glaringly significant impact on supply chain performance, asserting the mechanism of the resonant influence. Another noteworthy result involves the demand risk possessing a low effect on supply chain performance, thus emphasising the superiority of service-oriented manufacturing supply chains.

Research limitations/implications

Future research endeavours should hinge on the optimal “resonant” model explosion, thereby foreseeing and alleviating worst-case scenarios to guarantee the robustness and resilience of supply chain networks.

Practical implications

Indubitably, reducing the intensity of the resonant effect revolves around lowering the coefficient of “a,” thereby restricting/eliminating the link among risks. Therefore, the suggested resonant impact model might thus serve as “a road map”. In light of the aforementioned considerations, it is advisable that supply chain executives employ supply chain management tactics namely avoidance, prediction, and postponement, but only after meticulous consideration the costs and benefits of adopting such strategies.

Originality/value

The service-oriented manufacturing supply chain features and advantages have been analysed and explained throughout the article. The data gathered during the COVID-19 pandemic is a captivating and topical point of this paper.

目的 本研究旨在通过两个阶段专门研究以服务为导向的制造业供应链的风险管理,突出其与制造业的不同之处。文章首先对之前的研究进行了百科全书式的回顾,以确定服务型制造业供应链的显著特征,并识别普遍存在的风险。其次,文章在受 COVID-19 疫情影响最严重的行业--建筑领域进行了实证研究,以深入探讨这些风险对服务型制造供应链绩效的共振效应。设计/方法/途径在本研究中,为了验证共振效应机制,通过将理论模型与新构建的比较模型并列的方式进行了全面评估,该比较模型包含了风险对供应链绩效的单一影响。此外,每种风险对供应链绩效的影响都更为显著,这证明了共振影响的机制。另一个值得注意的结果是,需求风险对供应链绩效的影响较小,从而凸显了以服务为导向的制造业供应链的优越性。研究局限/启示未来的研究工作应围绕最佳 "共振 "模型爆炸展开,从而预见和缓解最坏情况,保证供应链网络的稳健性和弹性。因此,建议的共振影响模型可以作为 "路线图"。鉴于上述考虑,供应链管理人员最好采用供应链管理策略,即规避、预测和推迟,但前提是必须慎重考虑采用这些策略的成本和收益。 原创性/价值 本文通篇分析和阐述了服务型制造供应链的特点和优势。在 COVID-19 大流行期间收集的数据是本文引人入胜的热点。
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引用次数: 0
A perspective of international performance improvement concentrating on innovation and digital resilience of SMEs: the case of an emerging economy 以中小企业的创新和数字复原力为重点的国际绩效改进视角:一个新兴经济体的案例
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-12-28 DOI: 10.1108/jeim-02-2023-0078
Seyed Hossein Razavi Hajiagha, Saeed Alaei, Arian Sadraee, Paria Nazmi

Purpose

Despite the wide research and discussion on international performance, innovation and digital resilience dimensions of enterprises, the investigation and understanding of their interrelations seem to be limited. The purpose of this study is to identify the influential factors affecting the mentioned dimensions, determine the causal relationships among these identified factors and finally evaluate their importance in an aggregated framework from the viewpoint of small and medium-sized enterprises (SMEs).

Design/methodology/approach

A hybrid methodology is used to achieve the objectives. First, the main factors of international performance, innovation and digital resilience are extracted by an in-depth review of the literature. These factors are then screened by expert opinions to localize them in accordance with the conditions of an emerging economy. Finally, the relationship and the importance of the factors are determined using an uncertain multi-criteria decision-making (MCDM) approach.

Findings

The findings reveal that there is a correlation between digital resilience and innovation, and both factors have an impact on the international performance of SMEs. The cause-or-effect nature of the factors belonging to each dimension is also determined. Among the effect factors, business model innovation (BMI), agility, product and organizational innovation are known as the most important factors. International knowledge, personal drivers and digital transformation are also determined to be the most important cause factors.

Originality/value

This study extends the literature both in methodological and practical directions. Practically, the study aggregates the factors in the mentioned dimensions and provides insights into their cause-and-effect interrelations. Methodologically, the study proposes an uncertain MCDM approach that has been rarely used in previous studies in this field.

目的尽管对企业的国际绩效、创新和数字复原力方面进行了广泛的研究和讨论,但对其相互关系的调查和理解似乎有限。本研究旨在从中小型企业(SMEs)的视角出发,识别影响上述维度的影响因素,确定这些已识别因素之间的因果关系,并最终在一个综合框架中评估其重要性。首先,通过深入查阅文献,提取出国际绩效、创新和数字复原力的主要因素。然后,根据专家意见对这些因素进行筛选,使其符合新兴经济体的条件。最后,采用不确定的多标准决策(MCDM)方法确定了各因素之间的关系和重要性。研究结果研究结果表明,数字复原力和创新之间存在相关性,这两个因素对中小企业的国际绩效都有影响。此外,还确定了各维度因素的因果关系。在影响因素中,商业模式创新(BMI)、敏捷性、产品和组织创新被认为是最重要的因素。国际知识、个人驱动力和数字化转型也被确定为最重要的原因因素。在实践中,本研究汇总了上述维度的因素,并深入探讨了这些因素之间的因果关系。在方法上,本研究提出了一种不确定的 MCDM 方法,这在该领域以往的研究中很少使用。
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引用次数: 0
How enterprise information systems strategies-enabled strategy-making influences organizational agility: mediated role of IT-enabled dynamic capabilities in two BRICS countries study 企业信息系统战略支持的战略制定如何影响组织敏捷性:两个金砖国家研究中信息技术支持的动态能力的中介作用
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-12-21 DOI: 10.1108/jeim-06-2023-0275
Adilson Carlos Yoshikuni, Rajeev Dwivedi, José Eduardo Ricciardi Favaretto, Duanning Zhou

Purpose

The study aims to investigate how enterprise information systems strategies-enabled strategy-making (ISS-SM) influences organizational agility (OA) via the mediated role of IT-enabled dynamic capabilities (ITDC) under environmental dynamism (ED). The study also investigates natural country moderation associated with the business context of the countries where the respondents are located might influence these relationships.

Design/methodology/approach

The study aims to investigate how enterprise ISS-SM influences OA via the mediated role of ITDC under ED. The study also investigates natural country moderation associated with the business context of the countries where the respondents are located that might influence these relationships.

Findings

The results demonstrate that ISS-SM influences ITDC to gain OA independent of the ED level. Indian and Brazilian firms show no different effects in the relationship of the research model. However, post hoc analysis revealed that strong ISS-SM on OA is fully mediated by ITDC under higher ED with a substantial coefficient of determination, more prominent for Indian firms characterized by young-age and middle-size firms, agribusiness and government sectors.

Research limitations/implications

The fundamental to enabling practice and praxis of the strategy-as-practice approach to OA gains mediated through ITDC in different business context conditions.

Originality/value

The research contributes to extending the literature on the enterprise information systems strategy and information technologies capabilities.

目的 本研究旨在探讨在环境动态(ED)下,企业信息系统战略(ISS-SM)如何通过信息技术动态能力(ITDC)的中介作用影响组织敏捷性(OA)。本研究还调查了与受访者所在国家的商业环境相关的自然国家调节作用可能对这些关系产生的影响。 本研究旨在调查企业 ISS-SM 如何通过 ED 下 ITDC 的中介作用影响 OA。研究还调查了可能影响这些关系的与受访者所在国商业背景相关的自然国家调节作用。 研究结果表明,ISS-SM 影响 ITDC 获得 OA,与 ED 水平无关。印度和巴西企业在研究模型的关系中没有显示出不同的影响。然而,事后分析表明,在较高的教育程度下,ISS-SM 对 OA 的强影响完全受 ITDC 的调节,其决定系数很大,这在以中青年企业、农业综合企业和政府部门为特征的印度企业中更为突出。
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引用次数: 0
Digital transformation and SME internationalisation: unravelling the moderated-mediation role of digital capabilities, digital resilience and digital maturity 数字化转型与中小企业国际化:解读数字化能力、数字化复原力和数字化成熟度的中介作用
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-12-20 DOI: 10.1108/jeim-02-2023-0092
Hashem Aghazadeh, Farzad Zandi, Hannan Amoozad Mahdiraji, Razieh Sadraei

Purpose

This study has two main objectives. First, to examine the indirect effects of digital platform capability and digital resilience on digital transformation (DT) outcomes for small- and medium-sized enterprises (SMEs), and second, to investigate how digital business model maturity influences these indirect effects.

Design/methodology/approach

The study adopts a quantitative design and collects data through a self-reporting survey from individuals in the technological industries. The Partial Least Squares-Structural Equation Modelling (PLS-SEM) and PLS multi-group analysis examine the measurement and structural models and the significance of differences in indirect paths based on the digital business model maturity level, serving as a moderator.

Findings

The findings of this study provide valuable insights into the internationalisation of digital SMEs. They indicate that digital platform capability and resilience fully mediate, connecting digital resources to SME growth. The study also confirms the digital business model maturity’s positive and significant moderating effect on these indirect relationships.

Originality/value

This research contributes to the existing literature by focusing on the international outcomes of platform ecosystems in developing markets. It explores how digital platform capability and resilience support the digital transformation of SMEs, considering their vulnerability due to their small size. The study also fills a research gap by investigating the relationship between big data, digital leadership and the international growth of digital platforms. Lastly, it explores the role of digital maturity in the relationships between antecedents, determinants and outcomes of digitalisation.

目的 本研究有两个主要目标。首先,研究数字平台能力和数字复原力对中小型企业(SMEs)数字化转型(DT)结果的间接影响;其次,研究数字商业模式成熟度如何影响这些间接影响。部分最小二乘法-结构方程建模(PLS-SEM)和 PLS 多组分析检验了测量模型和结构模型,以及基于数字商业模式成熟度(作为调节因素)的间接路径差异的显著性。研究结果本研究的结果为数字中小企业的国际化提供了有价值的见解。研究结果表明,数字平台能力和复原力是将数字资源与中小企业成长联系在一起的完全中介因素。本研究还证实了数字商业模式成熟度对这些间接关系具有积极而显著的调节作用。原创性/价值本研究通过关注发展中市场平台生态系统的国际成果,为现有文献做出了贡献。考虑到中小型企业因规模小而容易受到影响,本研究探讨了数字平台能力和复原力如何支持中小型企业的数字化转型。本研究还通过调查大数据、数字领导力和数字平台国际增长之间的关系填补了研究空白。最后,研究还探讨了数字化成熟度在数字化的前因、决定因素和结果之间关系中的作用。
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引用次数: 0
Blockchain-based governance implications for ecologically sustainable supply chain management 基于区块链的治理对生态可持续供应链管理的影响
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-12-15 DOI: 10.1108/jeim-02-2022-0055
Luis Jimenez-Castillo, Joseph Sarkis, Sara Saberi, Tianchi Yao

Purpose

The authors explore the impact of an emerging technology, blockchain technology, on diverse governance mechanisms and sustainable supply chain practices and how its relationships with the linkage of these elements.

Design/methodology/approach

The methodology incorporates a literature review and a qualitative empirical analysis of the Electronic Product Environmental Assessment Tool (EPEAT) standards. Expert opinions from various firms and organizations within the electronics sector are assessed. Through a thematic analysis, the relationships are identified and examined.

Findings

Data immutability, transparency and traceability capabilities of blockchain technology enhance the relationship between environmental standards and ecological supply chain sustainability practices. Although immature, the blockchain can influence the governance of supply chain sustainability practices. Immaturity of technology, lack of expertise, sharing information and trust have delayed adoption.

Originality/value

There is limited empirical evidence regarding blockchain's impact on governance mechanisms, specifically hybrid public-private mechanisms and sustainable supply chain practices. The study further evaluates how particular blockchain features may exert varying influences on these aspects and different sustainable supply chain traits. As an exploratory study, it proposes new areas for further research, including how blockchain's traceability function can improve sustainability standard adoption. Additionally, there is a call for integrating blockchain with technologies like IoT and sensors which may influence supply chain governance mechanisms, standards and sustainability practices.

作者探讨了新兴技术区块链技术对各种治理机制和可持续供应链实践的影响,以及它与这些要素之间的联系。设计/方法/方法该方法结合了文献综述和电子产品环境评估工具(EPEAT)标准的定性实证分析。来自电子行业内不同公司和组织的专家意见被评估。通过主题分析,确定并检查了这些关系。区块链技术的数据不变性、透明度和可追溯性增强了环境标准与生态供应链可持续性实践之间的关系。虽然不成熟,但区块链可以影响供应链可持续性实践的治理。技术不成熟、缺乏专业知识、信息共享和信任推迟了采用。独创性/价值关于区块链对治理机制的影响,特别是公私混合机制和可持续供应链实践的影响,经验证据有限。该研究进一步评估了特定的区块链特征如何对这些方面和不同的可持续供应链特征产生不同的影响。作为一项探索性研究,它提出了进一步研究的新领域,包括区块链的可追溯性功能如何提高可持续性标准的采用。此外,有人呼吁将区块链与物联网和传感器等技术集成,这些技术可能会影响供应链治理机制、标准和可持续性实践。
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引用次数: 0
A novel approach integrating IF-AHP, IF-DEMATEL and CoCoSo methods for sustainability management in food digital manufacturing supply chain systems 整合 IF-AHP、IF-DEMATEL 和 CoCoSo 方法的新方法,用于食品数字化制造供应链系统的可持续性管理
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-12-14 DOI: 10.1108/jeim-04-2023-0199
Miguel Angel Ortíz-Barrios, Stephany Lucia Madrid-Sierra, Antonella Petrillo, Luis E. Quezada

Purpose

Food manufacturing supply chain systems are the most relevant wheels of the world economy since they provide essential products supporting daily life. Nevertheless, various supply inefficiencies have been reported to compromise food safety in different regions. Sustainable supplier management and digitalization practices have become cornerstone activities in addressing these shortcomings. Therefore, this paper proposes an integrated method for sustainability management in digital manufacturing supply chain systems (DMSCS) from the food industry.

Design/methodology/approach

The Intuitionistic Fuzzy Analytic Hierarchy Process (IF-AHP) was used to weigh the criteria and subcriteria under uncertainty. Second, the Intuitionistic Fuzzy Decision-Making Trial and Evaluation Laboratory (IF-DEMATEL) was applied to determine the main DMSCS sustainability drivers whilst incorporating the expert's hesitancy. Finally, the Combined Compromise Solution (CoCoSo) was implemented to pinpoint the weaknesses hindering DMSCS sustainability. A case study from the pork supply chain was presented to validate this method.

Findings

The most important criterion for DMSCS sustainability management is “location” while “manufacturing capacity” is the most significant dispatcher.

Originality/value

This paper presents a novel approach integrating IF-AHP, IF-DEMATEL, and CoCoSo methods for sustainability management of DMSCS pillaring the food industry.

目的食品制造供应链系统是世界经济中最重要的一环,因为它们提供日常生活所必需的产品。然而,据报道,在不同地区,各种供应效率低下的问题会危及食品安全。可持续供应商管理和数字化实践已成为解决这些缺陷的基石活动。因此,本文提出了一种食品行业数字化制造供应链系统(DMSCS)可持续性管理的综合方法。其次,采用直觉模糊决策试验和评估实验室(IF-DEMATEL)确定 DMSCS 可持续发展的主要驱动因素,同时考虑专家的犹豫不决。最后,实施了综合折中方案(CoCoSo),以找出阻碍 DMSCS 可持续性的薄弱环节。本文提出了一种新颖的方法,综合了 IF-AHP、IF-DEMATEL 和 CoCoSo 方法,用于以食品工业为支柱的 DMSCS 可持续性管理。
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引用次数: 0
Functional or financial remedies? The effectiveness of recovery strategies after a data breach 功能补救还是经济补救?数据泄露后恢复策略的有效性
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-12-13 DOI: 10.1108/jeim-10-2022-0372
Yuanyuan Guo, Chaoyou Wang, Xiaoting Chen

Purpose

This study aims to examine the relative effectiveness of functional and financial remedies in influencing customers' negative coping responses in the event of a data breach. It also uncovers the different mediating roles played by customers' feelings of anger and fear in the process of data breach recovery. This study thus differs from the literature, which has primarily focused on the impact of financial compensation and apologies for service failures in face-to-face environments.

Design/methodology/approach

Two scenario-based experiments were conducted to empirically validate the model. The authors received 302 copies of the questionnaire, of which 269 were valid.

Findings

This study finds that functional remedies are more effective than financial remedies when sensitive information has been compromised, but there is no significant difference between the effectiveness of the two remedies when nonsensitive information has been compromised. In addition, functional remedies influence negative coping behaviors directly and indirectly; the indirect effect is achieved through the reduction of fear and anger. Contrary to the authors' expectation, financial remedies do not have a direct effect on negative coping behaviors; they can indirectly affect negative coping behaviors by reducing anger but do not affect negative coping behaviors by reducing fear.

Practical implications

This study provides key insights into how to manage customer reactions in the event of a data breach, suggesting the use of carefully designed recovery strategies. Companies must attend to customers' specific emotional responses to manage their negative coping behaviors.

Originality/value

This study extends the limited literature on data breach recovery actions by investigating the different effectiveness of functional and financial remedies in the event of a data breach. It also uncovers how functional and financial recovery strategies affect customers' negative coping behaviors by revealing the different mediating effects of fear and anger.

目的 本研究旨在探讨在数据泄露事件中,功能性补救措施和财务补救措施在影响客户消极应对反应方面的相对有效性。它还揭示了在数据泄露恢复过程中,客户的愤怒和恐惧感所发挥的不同中介作用。因此,本研究有别于主要关注面对面环境下服务失败的经济赔偿和道歉影响的文献。设计/方法/途径为了对模型进行实证验证,我们进行了两次基于情景的实验。作者共收到 302 份调查问卷,其中 269 份有效。研究结果本研究发现,当敏感信息被泄露时,功能性补救措施比经济性补救措施更有效,但当非敏感信息被泄露时,两种补救措施的有效性没有显著差异。此外,功能性补救措施会直接和间接地影响消极应对行为;间接影响是通过减少恐惧和愤怒来实现的。与作者的预期相反,财务补救措施对消极应对行为没有直接影响;它们可以通过减少愤怒间接影响消极应对行为,但不会通过减少恐惧影响消极应对行为。 实际意义这项研究为如何在发生数据泄露时管理客户反应提供了重要启示,建议使用精心设计的恢复策略。公司必须关注客户的特定情绪反应,以管理他们的消极应对行为。原创性/价值本研究通过调查数据泄露事件中功能性和经济性补救措施的不同效果,扩展了有关数据泄露恢复行动的有限文献。它还通过揭示恐惧和愤怒的不同中介效应,揭示了功能性和经济性恢复策略如何影响客户的消极应对行为。
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引用次数: 0
期刊
Journal of Enterprise Information Management
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