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Business intelligence and analytic (BIA) stage-of-practice in micro-, small- and medium-sized enterprises (MSMEs) 微型、小型和中型企业(MSMEs)的商业智能和分析(BIA)实践阶段
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-04-12 DOI: 10.1108/jeim-01-2022-0037
Thinh Gia Hoang, Minh Le Bui

Purpose

While business intelligence and analytic (BIA) systems have been developed by large corporations around the world, micro-, small- and medium-sized enterprises (MSMEs) have recently paid attention and deployed BIA adoption, particularly during the Covid-19 pandemic disruption. This study sheds light on how MSMEs adopt the BIA systems and then proposes a framework for the BIA adoption process in the context of MSMEs.

Design/methodology/approach

The multiple case research design and interpretivism approach are employed for expanding the theoretical boundary of the strategic management fields in BIA adoption by MSMEs. In total, 35 semi-structured interviews were conducted with senior managers and owners involved in BIA adoption from 17 participating MSMEs.

Findings

The research study identifies three BIA adoption stages with specific technical and managerial features in the path of BIA adoption in each stage, corresponding to the level of BIA maturity of MSMEs. The authors also highlight other factors that directly influence the successful adoption and transformation from each stage to another.

Research limitations/implications

The research study identifies three BIA adoption stages with specific technical and managerial features in the path of BIA adoption at each stage that corresponds to the level of BIA maturity of MSMEs. Besides, this study also extends the current literature on BIA adoption in an organisation during the Covid-19 pandemic by identifying several contextual barriers that directly influence the BIA adoption.

Practical implications

Research findings can help business leaders and owners of MSMEs to determine the BIA maturity of their organisation. Furthermore, the authors’ framework can also be used by consultancies and standard setters to develop detailed BIA adoption strategies and tactics that support MSMEs' digitalisation towards BIA adoption.

Originality/value

The research study’s results highlight that contextual factors, leadership competencies, motivations and barriers for BIA adoption can also be used to help MSMEs' leaders and owners to trigger, advance or eliminate challenges for the adoption of BIA initiatives in MSMEs.

虽然世界各地的大公司都在开发商业智能和分析(BIA)系统,但微型、小型和中型企业(MSMEs)最近也关注并部署了BIA的采用,特别是在2019冠状病毒病大流行期间。本研究揭示了中小微企业如何采用BIA系统,并提出了中小微企业采用BIA过程的框架。设计/方法/途径在中小微企业采用BIA的过程中,采用了多案例研究设计和解释主义的方法来拓展战略管理领域的理论边界。我们总共对17家中小微企业的高级管理人员和业主进行了35次半结构化访谈。研究结果本研究确定了三个BIA采用阶段,在每个阶段的BIA采用路径中具有特定的技术和管理特征,对应于中小微企业的BIA成熟度水平。作者还强调了直接影响从每个阶段到另一个阶段的成功采用和转换的其他因素。研究局限/启示本研究确定了三个BIA采用阶段,每个阶段的BIA采用路径具有特定的技术和管理特征,对应于中小微企业的BIA成熟度水平。此外,本研究还通过确定直接影响BIA采用的几个背景障碍,扩展了当前关于组织在Covid-19大流行期间采用BIA的文献。研究结果可以帮助中小微企业的商业领袖和所有者确定其组织的BIA成熟度。此外,咨询公司和标准制定者也可以使用作者的框架来制定详细的BIA采用战略和策略,以支持中小微企业向BIA采用的数字化。独创性/价值研究结果强调,背景因素、领导能力、动机和采用BIA的障碍也可以用来帮助中小微企业的领导者和所有者触发、推进或消除在中小微企业中采用BIA的挑战。
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引用次数: 1
The effect of IoT capability on supply chain integration and firm performance: an empirical study in the UK retail industry 物联网能力对供应链整合和企业绩效的影响:英国零售业的实证研究
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-04-11 DOI: 10.1108/jeim-06-2022-0219
M. Argyropoulou, Elaine Garcia, Soheila Nemati, Konstantina Spanaki
PurposeThe purpose of this study is to use empirical data to examine the hierarchical impact of the Internet of things capability on supply chain integration (SCI), supply chain capability (SCC) and firm performance (FP) in the UK retail industry.Design/methodology/approachA deductive approach was employed to carry out this research. Structural equation modelling (SEM) was performed using the partial least square method (SmartPLS 3.3.3) to test theoretical predictions which underlie the relationships among Internet of things capability (IoTC), SCI, SCC and FP. Data are collected using an online survey completed by senior executives of 66 large, medium and small firms within the UK retail industry.FindingsThe empirical results of this research reveal that IoTC has a significant positive effect on the UK retail industry FP through the mediating role of SCI and SCC.Practical implicationsThe research results from this study provide useful management insights for firms within the retail industry into the development of effective strategies for integrating their supply chain alongside the adoption of IoTC into SCI, consequently leading to improvements in FP.Originality/valueAlthough previous studies have explored the impact of IoT on FP through the sequential mediating role of SCI and SCC, few have explored the impact of the IoT capability (IoTC) on FP through sequential mediators, i.e. SCI and SCC. This study examines the relationship between IoTC, SCI, SCC and FP in the UK retail industry supply chain to address this knowledge gap. Moreover, this study examines the effects of IoTC on FP by applying partial least square (PLS)-SEM techniques. Testing the sequential mediating role of SCI and SCI is undertaken, and the relationships among IoT-enabled SCI and SCC is analysed to improve FP. The robustness check's result through PLSpredict analysis also confirms the power of the model proposed in this study.
本研究的目的是使用实证数据来检验物联网能力对英国零售业供应链整合(SCI)、供应链能力(SCC)和企业绩效(FP)的层次影响。设计/方法/方法采用演绎法进行本研究。使用偏最小二乘法(SmartPLS 3.3.3)进行结构方程建模(SEM),以检验物联网能力(IoTC)、SCI、SCC和FP之间关系的理论预测。数据是通过在线调查收集的,由英国零售业内66家大型、中型和小型公司的高级管理人员完成。结果本研究的实证结果表明,IoTC通过SCI和SCC的中介作用对英国零售业FP有显著的正向影响。实际意义本研究的研究结果为零售行业内的公司提供了有用的管理见解,帮助他们制定有效的战略,整合供应链,同时将物联网纳入SCI,从而改善FP。虽然已有研究通过SCI和SCC的顺序中介作用探讨了物联网对FP的影响,但很少有研究通过SCI和SCC的顺序中介作用探讨物联网能力(IoTC)对FP的影响。本研究考察了英国零售业供应链中物联网、SCI、SCC和FP之间的关系,以解决这一知识差距。此外,本研究通过应用偏最小二乘(PLS)-扫描电镜技术考察了IoTC对FP的影响。对SCI和SCI的顺序中介作用进行了检验,并分析了物联网SCI和SCC之间的关系,以提高FP。plpredict分析的稳健性检验结果也证实了本研究提出的模型的有效性。
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引用次数: 3
Factors affecting omnichannel buying online and return in store: evidence from fast-fashion retail 影响全渠道在线购买和实体店退货的因素:来自快时尚零售的证据
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-04-03 DOI: 10.1108/jeim-01-2022-0020
Naila Fares, Jaime Lloret, Vikas Kumar, Guilherme F. Frederico

Purpose

The authors analysed the operations of two synchronised channels by focusing on “buy online and return in store” (BORS) strategies in fast-fashion retail by investigating internal and external factors affecting this omnichannel strategy.

Design/methodology/approach

The authors apply a combination of techniques to identify the BORS factors. Firstly, a strengths, weaknesses, opportunities and threats (SWOT) analysis was used to define the operational factors of BORS adoption. The authors then apply analytic hierarchy process (AHP) to evaluate the factors under four SWOT categories for kids, male and female consumer groups. The factors of BORS were then ranked using the fuzzy VlseKriterijumska Optimizacija I Kompromisno Resenje (fuzzy VIKOR) approach.

Findings

Combining the SWOT, AHP and fuzzy VIKOR techniques, the authors identified 21 factors in this study. The opportunity that BORS provides for trying in the fitting room for a better convenient shopping experience was ranked as the most important factor, followed by the opportunity to create a loyal customer profile with an easy and well-organised return process. Furthermore, the results reveal that the child consumer group is the most critical of the stated operations factors, followed by male and female consumers.

Practical implications

The authors described the operational factors and supported the decision-making system of BORS for each consumer group with a priority ranking to realise effective managerial management for fast-fashion retailers and practitioners.

Originality/value

The study contributes to the growing literature on the BORS omnichannel strategy, specifically for fast-fashion retail based on consumer needs.

目的通过调查影响快时尚零售全渠道战略的内部和外部因素,以“线上购买,店内退货”(BORS)战略为重点,分析了两个同步渠道的运营情况。设计/方法/方法作者运用多种技术来确定BORS因素。首先,采用优势、劣势、机会和威胁(SWOT)分析来定义BORS采用的操作因素。然后,作者应用层次分析法(AHP)对儿童、男性和女性消费者群体的四个SWOT类别进行了评估。采用模糊VIKOR (fuzzy VlseKriterijumska Optimizacija I Kompromisno Resenje)方法对BORS各因子进行排序。结合SWOT, AHP和模糊VIKOR技术,作者在本研究中确定了21个因素。最重要的因素是,BORS提供了在试衣间尝试更方便的购物体验的机会,其次是通过简单而有序的退货流程创建忠诚的客户档案的机会。此外,结果显示,儿童消费者群体是最关键的操作因素,其次是男性和女性消费者。实际意义作者描述了操作因素,并对每个消费者群体的BORS决策系统进行了优先级排序,以实现对快时尚零售商和从业者的有效管理。独创性/价值本研究为越来越多的关于BORS全渠道战略的文献做出了贡献,特别是针对基于消费者需求的快时尚零售。
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引用次数: 0
Green buildings and maintenance planning practices in Malaysia 马来西亚的绿色建筑和维护规划实践
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-03-31 DOI: 10.1108/jeim-05-2022-0168
Z. Ismail
PurposeGreen building (GB) maintenance is increasingly accepted in the construction industry, so it can now be interpreted as an industry best practice for maintenance planning. However, the performance competency and design knowledge of the practice's building control instrument process can be affected by its evaluation and the information management of building information modelling (BIM)–based model checking (BMC). These maintenance-planning problems have not yet been investigated in instances such as the Grenfell Tower fire (14 June 2017, approximately 80 fatalities) in North Kensington, West London.Design/methodology/approachThis study proposes a theoretical framework for analysing the existing conceptualisation of BIM tools and techniques based on a critical review of GB maintenance environments. These are currently employed on GB maintenance ecosystems embedded in project teams that can affect BMC practices in the automation system process. In order to better understand how BMC is implemented in GB ecosystem projects, a quantitative case study is conducted in the Malaysian public works department (Jabatan Kerja Raya (JKR)).FindingsGB ecosystem projects were not as effective as planned due to safety awareness, design planning, inadequate track insulation, environmental (in) compatibility and inadequate building access management. Descriptive statistics and an ANOVA were applied to analyse the data. The study is reinforced by a process flow, which is transformed into a theoretical framework.Originality/valueIndustry practitioners can use the developed framework to diagnose BMC application issues and leverage the staff competency inherent in an ecosystem to plan GB maintenance environments successfully.
绿色建筑(GB)维护越来越被建筑业所接受,因此它现在可以被解释为维护计划的行业最佳实践。然而,建筑控制仪表过程的绩效能力和设计知识会受到其评估和基于建筑信息模型(BIM)的模型检查(BMC)的信息管理的影响。在西伦敦北肯辛顿的格伦费尔大厦火灾(2017年6月14日,约80人死亡)等事件中,这些维护规划问题尚未得到调查。设计/方法/方法本研究提出了一个理论框架,用于分析基于GB维护环境的BIM工具和技术的现有概念化。目前,项目团队中嵌入的GB维护生态系统可以影响自动化系统过程中的BMC实践。为了更好地了解BMC如何在GB生态系统项目中实施,在马来西亚公共工程部(Jabatan Kerja Raya (JKR))进行了定量案例研究。发现由于安全意识、设计规划、轨道绝缘、环境兼容性和建筑通道管理不足,gb生态系统项目效果不如计划。采用描述性统计和方差分析对数据进行分析。该研究通过一个过程流程来加强,并将其转化为理论框架。独创性/价值行业从业者可以使用开发的框架来诊断BMC应用程序问题,并利用生态系统中固有的员工能力来成功地规划GB维护环境。
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引用次数: 0
The knowledge trajectory and structure of the supply chain integration: a main path and cluster analysis 供应链整合的知识轨迹与结构:主路径与聚类分析
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-03-30 DOI: 10.1108/jeim-11-2022-0404
Dejian Yu, Anran Fang

Purpose

Supply chain integration (SCI) dominates supply chain strategy and is receiving increasing academic attention. The purpose of this paper is to provide a systematic review of the knowledge trajectory and structure of the SCI field.

Design/methodology/approach

Based on 3,533 papers extracted from the Web of Science (WoS), this paper adopts the main path analysis (MPA) method to detect three distinct knowledge development trajectories. Coupling-based clustering is combined with MPA to reveal three critical subfields.

Findings

The findings show that the definition, content and dimensions of SCI lack unified conclusions. The influencing factors and performance consequences of SCI are long-standing research elements. Building theoretical models and integrated systems and applying blockchain technology to improve SCI are the key research contents. The intertwining of collaboration and SCI cannot be ignored, and the green SCI may be a hot topic in the future.

Research limitations/implications

This study explores knowledge in the SCI field based on the limited literature collected by WoS rather than all published papers. The omissions of some relevant papers and books may exist.

Practical implications

The study methodology provides a framework for similar studies in the future, and the results help researchers to get a comprehensive picture of the knowledge trajectory and structure of the SCI field.

Originality/value

Compared to existing reviews, MPA combines cluster analysis to develop a synthetic framework of the knowledge trajectory and structure in the SCI domain. It contributes to a systematic review of the development of SCI.

摘要供应链集成(SCI)在供应链战略中占据主导地位,并日益受到学术界的关注。本文的目的是对SCI领域的知识轨迹和结构进行系统回顾。设计/方法/方法基于从Web of Science (WoS)中提取的3533篇论文,本文采用主路径分析(MPA)方法检测出三种不同的知识发展轨迹。将基于耦合的聚类与MPA相结合,揭示出三个关键子域。研究结果表明,SCI的定义、内容和维度缺乏统一的结论。SCI的影响因素和绩效后果是长期存在的研究内容。构建理论模型和集成系统,应用区块链技术提高SCI是重点研究内容。合作与SCI的关系不容忽视,绿色SCI可能成为未来的热点。本研究基于WoS收集的有限文献,而非所有已发表的论文,对SCI领域的知识进行了探索。一些相关的论文和书籍可能存在遗漏。实践意义本文的研究方法为今后类似的研究提供了框架,研究结果有助于研究者全面了解SCI领域的知识轨迹和结构。与现有综述相比,MPA结合聚类分析,构建了SCI领域知识轨迹和结构的综合框架。这有助于对SCI的发展进行系统的回顾。
{"title":"The knowledge trajectory and structure of the supply chain integration: a main path and cluster analysis","authors":"Dejian Yu, Anran Fang","doi":"10.1108/jeim-11-2022-0404","DOIUrl":"https://doi.org/10.1108/jeim-11-2022-0404","url":null,"abstract":"<h3>Purpose</h3>\u0000<p>Supply chain integration (SCI) dominates supply chain strategy and is receiving increasing academic attention. The purpose of this paper is to provide a systematic review of the knowledge trajectory and structure of the SCI field.</p><!--/ Abstract__block -->\u0000<h3>Design/methodology/approach</h3>\u0000<p>Based on 3,533 papers extracted from the Web of Science (WoS), this paper adopts the main path analysis (MPA) method to detect three distinct knowledge development trajectories. Coupling-based clustering is combined with MPA to reveal three critical subfields.</p><!--/ Abstract__block -->\u0000<h3>Findings</h3>\u0000<p>The findings show that the definition, content and dimensions of SCI lack unified conclusions. The influencing factors and performance consequences of SCI are long-standing research elements. Building theoretical models and integrated systems and applying blockchain technology to improve SCI are the key research contents. The intertwining of collaboration and SCI cannot be ignored, and the green SCI may be a hot topic in the future.</p><!--/ Abstract__block -->\u0000<h3>Research limitations/implications</h3>\u0000<p>This study explores knowledge in the SCI field based on the limited literature collected by WoS rather than all published papers. The omissions of some relevant papers and books may exist.</p><!--/ Abstract__block -->\u0000<h3>Practical implications</h3>\u0000<p>The study methodology provides a framework for similar studies in the future, and the results help researchers to get a comprehensive picture of the knowledge trajectory and structure of the SCI field.</p><!--/ Abstract__block -->\u0000<h3>Originality/value</h3>\u0000<p>Compared to existing reviews, MPA combines cluster analysis to develop a synthetic framework of the knowledge trajectory and structure in the SCI domain. It contributes to a systematic review of the development of SCI.</p><!--/ Abstract__block -->","PeriodicalId":47889,"journal":{"name":"Journal of Enterprise Information Management","volume":"15 4","pages":""},"PeriodicalIF":6.5,"publicationDate":"2023-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50165259","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring the relationship between digitalization, resilient agri-food supply chain management practices and firm performance 探索数字化、弹性农业食品供应链管理实践与企业绩效之间的关系
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-03-29 DOI: 10.1108/jeim-03-2022-0095
Sanjeev Yadav, S. Luthra, Anil Kumar K, R. Agrawal, G. Frederico
PurposeThis study aims to explore the mediating role of digital technologies-based supply chain integrating (SCI) strategies on the agri-supply chain performance (SCP) and firm performance (FP). This research has introduced recently emerged digital technologies such as Internet of Things (IoT). Further, based on theoretical support and an extensive literature review, this research has proposed some hypotheses, which have been quantitatively validated for their significance.Design/methodology/approachA conceptual model was formulated based on an extensive literature review. Data for this research were gathered from a survey completed by 119 respondents from different departments of agri-firms. Further, partial least square (PLS)-based structured equation modelling (SEM) was used to test the proposed hypothetical model.FindingsThe results confirm that IoT-based digital technologies and supply chain processes (organization integration [OI], information sharing and customer integration [CI]) have a significant positive correlation. Furthermore, supply chain practices are positively associated with SCP. Finally, it has been found that FP is positively impacted by SCP.Research limitations/implicationsThis research is used to analyse the mediating impacts of digital supply chain processes as a linking strategy for SCP and FP. For practical purposes, this research provides investment decisions for implementing digital technologies in SC strategies. The findings have proposed implications for managers and practitioners in agri-firms based on existing theories: contingency theory (CT) and relational view theory. Also, this study suggests the deployment of smarter electronically based tags and readers, which improve the data analytics capabilities based on auto-captured data. Thus, the availability of quality information improves the data-driven decisional capabilities of managers at company level.Originality/valueThis is a unique and original study exploring the relationship between digitalization, resilient agri-food supply chain (AFSC) management practices and firm performance. This research may be extended to other industries in view of the results from SCP and impact of digitalization.
目的本研究旨在探讨基于数字技术的供应链整合(SCI)策略对农业供应链绩效(SCP)和企业绩效(FP)的中介作用。这项研究引入了最近出现的数字技术,如物联网(IoT)。此外,在理论支持和大量文献综述的基础上,本研究提出了一些假设,并对其意义进行了定量验证。设计/方法论/方法在大量文献综述的基础上制定了概念模型。这项研究的数据来自农业企业不同部门的119名受访者完成的一项调查。此外,使用基于偏最小二乘(PLS)的结构化方程建模(SEM)来测试所提出的假设模型。研究结果证实,基于物联网的数字技术和供应链流程(组织集成[OI]、信息共享和客户集成[CI])具有显著的正相关性。此外,供应链实践与SCP呈正相关。最后,研究发现FP受到SCP的积极影响。研究局限性/含义本研究旨在分析数字供应链过程的中介影响,作为SCP和FP的联系策略。出于实际目的,本研究为在供应链战略中实施数字技术提供了投资决策。研究结果基于现有理论:偶然性理论(CT)和关系观理论,对农业企业的管理者和从业者提出了启示。此外,这项研究建议部署更智能的基于电子的标签和阅读器,以提高基于自动捕获数据的数据分析能力。因此,高质量信息的可用性提高了公司层面经理的数据驱动决策能力。独创性/价值这是一项独特而新颖的研究,探讨了数字化、弹性农业食品供应链(AFSC)管理实践与企业绩效之间的关系。鉴于SCP的结果和数字化的影响,本研究可能会扩展到其他行业。
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引用次数: 0
A novel stochastic fuzzy decision model for agile and sustainable global manufacturing outsourcing partner selection in footwear industry 鞋业敏捷可持续全球制造外包合作伙伴选择的随机模糊决策模型
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-03-28 DOI: 10.1108/jeim-12-2021-0537
Mohammad Akhtar, Angappa Gunasekaran, Yasanur Kayikci
<h3>Purpose</h3><p>The decision-making to outsource and select the most suitable global manufacturing outsourcing partner (MOP) is complex and uncertain due to multiple conflicting qualitative and quantitative criteria as well as multiple alternatives. Vagueness and variability exist in ratings of criteria and alternatives by group of decision-makers (DMs). The paper provides a novel Stochastic Fuzzy (SF) method for evaluation and selection of agile and sustainable global MOP in uncertain and volatile business environment.</p><!--/ Abstract__block --><h3>Design/methodology/approach</h3><p>Four main selection criteria for global MOP selection were identified such as economic, agile, environmental and social criteria. Total 16 sub-criteria were selected. To consider the vagueness and variability in ratings by group of DMs, SF method using <em>t</em>-distribution or <em>z</em>-distribution was adopted. The criteria weights were determined using the Stochastic Fuzzy-CRiteria Importance Through Intercriteria Correlation (SF-CRITIC), while MOP selection was carried out using Stochastic Fuzzy-VIseKriterijumskaOptimizacija I KompromisnoResenje (SF-VIKOR) in the case study of footwear industry. Sensitivity analysis was performed to test the robustness of the proposed model. A comparative analysis of SF-VIKOR and VIKOR was made.</p><!--/ Abstract__block --><h3>Findings</h3><p>The worker’s wages and welfare, product price, product quality, green manufacturing process and collaboration with partners are the most important criteria for MOP selection. The MOP3 was found to be the best agile and sustainable global MOP for the footwear company. In sensitivity analysis, significance level is found to have important role in MOP ranking. Hence, the study concluded that integrated SF-CRITIC and SF-VIKOR is an improved method for MOP selection problem.</p><!--/ Abstract__block --><h3>Research limitations/implications</h3><p>In a group decision-making, ambiguity, impreciseness and variability are found in relative ratings. Fuzzy variant Multi-Criteria Decision-Making methods cover impreciseness in ratings but not the variability. On the other hand, deterministic models do not cover either. Hence, the stochastic method based on the probability theory combining fuzzy theory is proposed to deal with decision-making problems in imprecise and uncertain environments. Most notably, the proposed model has novelty as it captures and reveals both the stochastic perspective and the fuzziness perspective in rating by group of DMs.</p><!--/ Abstract__block --><h3>Practical implications</h3><p>The proposed multi-criteria group decision-making model contributes to the sustainable and agile footwear supply chain management and will help the policymakers in selecting the best global MOP.</p><!--/ Abstract__block --><h3>Originality/value</h3><p>To the best of the authors’ knowledge, SF method has not been used to select MOP in the existing literature. For the first time, int
摘要由于定性和定量标准的多重冲突以及备选方案的多重冲突,全球制造外包合作伙伴(MOP)的外包决策和选择具有复杂性和不确定性。决策者群体对标准和备选方案的评价存在模糊性和可变性。本文提出了一种新的随机模糊方法,用于不确定多变商业环境下敏捷可持续的全局MOP的评价和选择。设计/方法/方法确定了全球MOP选择的四个主要选择标准,如经济、敏捷、环境和社会标准。共选择了16个子标准。考虑到dm组评分的模糊性和可变性,采用t分布或z分布的SF方法。以制鞋业为例,采用随机模糊-标准间关联法确定标准权重,采用随机模糊- visekriterijumskaoptimizacija I KompromisnoResenje法进行MOP选择。进行敏感性分析以检验所提出模型的稳健性。对SF-VIKOR和VIKOR进行了比较分析。工人的工资和福利、产品价格、产品质量、绿色制造过程和与合作伙伴的协作是MOP选择的最重要标准。MOP3被认为是鞋业公司最灵活和可持续的全球MOP。在敏感性分析中,我们发现显著性水平对MOP排序有重要作用。因此,本研究认为,将SF-CRITIC和SF-VIKOR相结合是解决MOP选择问题的一种改进方法。研究局限/启示在群体决策中,相对评分存在歧义、不精确和可变性。模糊变量多准则决策方法覆盖了评级的不精确性,但没有覆盖可变性。另一方面,确定性模型没有涵盖这两方面。因此,提出了基于概率论结合模糊理论的随机方法来处理不精确和不确定环境下的决策问题。最值得注意的是,所提出的模型具有新颖性,因为它捕获并揭示了随机视角和模糊视角在dm组评级中的作用。实践意义提出的多准则群体决策模型有助于鞋履供应链的可持续和敏捷管理,并有助于决策者选择最佳的全球MOP。原创性/价值据作者所知,现有文献中尚未使用SF方法选择MOP。首次采用SF-CRITIC和SF-VIKOR相结合的方法,在不确定条件下选择最优的敏捷可持续MOP。与其他研究不同,本研究考虑了敏捷标准以及MOP选择的三重底线可持续标准。本文提出了一种新的SF评价方法,为提高制鞋业全球制造外包的敏捷性和可持续性提供了管理启示。
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引用次数: 1
Next generation supply chain management: the impact of cloud computing 下一代供应链管理:云计算的影响
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-03-28 DOI: 10.1108/jeim-09-2022-0317
B. Gammelgaard, K. Nowicka
PurposeThe purpose of this paper is to investigate the impact of cloud computing (CC) on supply chain management (SCM).Design/methodology/approachThe paper is conceptual and based on a literature review and conceptual analysis.FindingsToday, digital technology is the primary enabler of supply chain (SC) competitiveness. CC capabilities support competitive SC challenges through structural flexibility and responsiveness. An Internet platform based on CC and a digital ecosystem can serve as “information cross-docking” between SC stakeholders. In this way, the SC model is transformed from a traditional, linear model to a platform model with the simultaneous cooperation of all partners. Platform-based SCs will be a milestone in the evolution of SCM – here conceptualised as Supply Chain 3.0.Research limitations/implicationsCurrently, SCs managed holistically in cyberspace are rare in practice, and therefore empirical evidence on how digital technologies impact SC competitiveness is required in future research.Practical implicationsThis research generates insights that can help managers understand and develop the next generation of SCM with the use of CC, a modern and commonly available Information and Communication Technologies (ICT) tool.Originality/valueThe paper presents a conceptual basis of how CC enables structural flexibility of SCs through easy, real-time resource and capacity reconfiguration. CC not only reduces cost and increases flexibility but also offers an effective solution for disruptive new business models with the potential to revolutionise current SCM thinking.
本文的目的是研究云计算(CC)对供应链管理(SCM)的影响。设计/方法/方法本文是概念性的,基于文献综述和概念分析。今天,数字技术是供应链竞争力的主要推动者。CC能力通过结构灵活性和响应能力支持竞争激烈的SC挑战。基于CC的互联网平台和数字生态系统可以作为SC利益相关者之间的“信息交叉对接”。通过这种方式,SC模式从传统的线性模式转变为所有合作伙伴同时合作的平台模式。基于平台的供应链管理将是供应链管理发展的一个里程碑,这里将其定义为供应链3.0。目前,在网络空间中进行整体管理的供应链在实践中很少,因此在未来的研究中需要关于数字技术如何影响供应链竞争力的经验证据。实际意义本研究产生的见解,可以帮助管理者理解和开发下一代供应链管理与使用CC,一个现代的和普遍可用的信息和通信技术(ICT)工具。原创性/价值本文提出了CC如何通过简单、实时的资源和能力重构实现SCs结构灵活性的概念基础。CC不仅降低了成本,增加了灵活性,而且还为颠覆性的新业务模式提供了有效的解决方案,有可能彻底改变当前的供应链管理思维。
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引用次数: 2
Perceived anthropomorphism and purchase intention using artificial intelligence technology: examining the moderated effect of trust 使用人工智能技术感知的拟人化与购买意图:检验信任的调节效应
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-03-28 DOI: 10.1108/jeim-09-2022-0316
Gunjan Malhotra, M. Ramalingam
PurposeThis study explores features that impact consumers' purchase intention through artificial intelligence (AI), because it is believed that through artificial intelligence, consumers' intention to purchase grows significantly, especially in the retail sector, whereby retailers provide lucrative offers to motivate consumers. The study develops a theoretical framework based on media-richness theory to investigate the role of perceived anthropomorphism toward an intention to purchase products using AI.Design/methodology/approachThe study is based on cross-sectional data through an online survey. The data have been analyzed using PLS-SEM and SPSS PROCESS macro.FindingsThe results show that consumers tend to demand anthropomorphized products to gain a better shopping experience and, therefore, demand features that attract and motivate them to purchase through artificial intelligence via mediating variables, such as perceived animacy and perceived intelligence. Moreover, trust in artificial intelligence moderates the relationship between perceived anthropomorphism and perceived animacy.Originality/valueThe study investigates and concludes with managerial and academic insights into consumer purchase intention through artificial intelligence in the retail and marketing sector.
目的本研究探讨了通过人工智能(AI)影响消费者购买意愿的特征,因为人们认为,通过人工智能,消费者的购买意愿显著增长,尤其是在零售业,零售商提供利润丰厚的优惠来激励消费者。该研究开发了一个基于媒体丰富度理论的理论框架,以调查感知的拟人化对使用AI购买产品的意图的作用。设计/方法/方法该研究基于通过在线调查获得的横断面数据。使用PLS-SEM和SPSS PROCESS宏对数据进行了分析。研究结果表明,消费者倾向于要求拟人化的产品以获得更好的购物体验,因此,通过中介变量,如感知的动物性和感知的智能,要求通过人工智能吸引和激励他们购买的特征。此外,对人工智能的信任调节了感知的拟人化和感知的动物性之间的关系。独创性/价值该研究通过零售和营销部门的人工智能,对消费者的购买意愿进行了管理和学术见解调查并得出结论。
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引用次数: 2
Organizational agility enabled by big data analytics: information systems capabilities view 由大数据分析实现的组织敏捷性:信息系统能力视图
IF 6.5 3区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-03-28 DOI: 10.1108/jeim-03-2022-0077
Youyung Hyun, Jaehyun Park, Taro Kamioka, Younghoon Chang
PurposeThe current study aims to structure the existing knowledge about organizational agility from the information systems (IS) capabilities view and synthesizes how agility is enabled by big data analytics (BDA).Design/methodology/approachThis study performs a systematic literature review with the lens of IS capabilities view and provides an integrative framework that represents how BDA improves organizational agility through the mediation of IS capabilities.FindingsThis systematic literature review synthesizes what is known and identifies what remains to be further studied with a focus on the relationship between BDA competency and organizational agility, which contributes to academic performance in BDA and agility research communities.Originality/valueDespite a growing body of literature on the relationship between BDA and agility, a consolidated and systematic understanding of how BDA can enable organizational agility is generally missing. Therefore, the current study addresses this gap by proposing an integrative framework that elucidates the processes in which BDA competency leads to agility through the mediation of IS capabilities.
本研究旨在从信息系统(IS)能力的角度构建现有的关于组织敏捷性的知识,并综合大数据分析(BDA)如何实现敏捷性。设计/方法/方法本研究从IS能力的角度进行了系统的文献综述,并提供了一个综合框架,说明BDA如何通过IS能力的中介提高组织敏捷性。本系统的文献综述综合了已知的内容,并确定了有待进一步研究的内容,重点关注BDA能力与组织敏捷性之间的关系,这有助于BDA和敏捷性研究社区的学术表现。原创性/价值尽管关于BDA和敏捷性之间关系的文献越来越多,但对于BDA如何实现组织敏捷性的统一和系统的理解通常是缺失的。因此,本研究通过提出一个综合框架来解决这一差距,该框架阐明了BDA能力通过中介信息系统能力导致敏捷性的过程。
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引用次数: 0
期刊
Journal of Enterprise Information Management
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