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Leveraging the interplay of Internet of Things (IoT) capabilities for achieving customer satisfaction in a B2B2C context: an integrative perspective 利用物联网(IoT)能力的相互作用,在 B2B2C 环境中实现客户满意度:综合视角
IF 3.1 4区 管理学 Q2 BUSINESS Pub Date : 2024-08-05 DOI: 10.1108/jbim-06-2023-0314
Pushpendu Chand, Pradeep Kumar Tarei

Purpose

Despite IoT’s huge potential, enterprises’ ability to leverage it is their competitive advantage. Thus, competitive differentiation is primarily predicated on leveraging IoT toward customer needs. To examine the research gap, this study aims to explore the drivers of customer satisfaction and how they are affected by the interaction between IoT capabilities.

Design/methodology/approach

A mixed-method research framework is applied to assess the impact of IoT capabilities on customer satisfaction. Based on the theoretical underpinning of the resource-based view and dynamic capability, the study highlights the importance of IoT capabilities in active resource allocation and effective resource utilization. First, DEMATEL is used capture the interrelationship between IoT capabilities. Further, the impact of each IoT capabilities on customer satisfaction is studied using CoCoSo method.

Findings

The study highlights the importance of IoT capabilities in active resource allocation and effective resource utilization. The findings are enriched through the complementarity of resources in a dynamic business-to-business-to-customer (B2B2C) scenario. The authors expand the IoT capabilities from conventional business-to-business (B2B) or business-to-customer (B2C) scenario to tri-nodal B2B2C relationship triangle.

Practical implications

Based on the findings, the authors offer a business transformation strategy for firms in key areas of customer satisfaction by leveraging IoT. The study can help management prioritize and develop key IoT capabilities to meaningfully increase customer satisfaction metrics.

Originality/value

Building on the dynamic capabilities and resource-based view of the firm, an integrated decision-making research model is proposed. In addition, this study investigates the product and service capabilities unlocked using IoT capabilities. This work can be considered one of the leading attempts to improve customer satisfaction using IoT capabilities from traditional dyadic (B2B or B2C) structure to triadic (B2B2C) framework.

目的尽管物联网潜力巨大,但企业利用物联网的能力才是其竞争优势所在。因此,差异化竞争的主要前提是利用物联网满足客户需求。本研究旨在探讨客户满意度的驱动因素以及它们如何受到物联网能力相互作用的影响。基于资源观和动态能力的理论基础,本研究强调了物联网能力在积极的资源分配和有效的资源利用中的重要性。首先,使用 DEMATEL 捕捉物联网能力之间的相互关系。研究结果本研究强调了物联网能力在主动资源分配和有效资源利用中的重要性。在动态的企业对企业、企业对客户(B2B2C)场景中,资源的互补性丰富了研究结果。作者将物联网能力从传统的企业对企业(B2B)或企业对客户(B2C)场景扩展到三节点 B2B2C 三角关系。该研究可帮助管理层确定物联网关键能力的优先级并加以开发,从而有意义地提高客户满意度指标。原创性/价值基于动态能力和基于资源的企业观,提出了一个综合决策研究模型。此外,本研究还探讨了利用物联网能力释放的产品和服务能力。这项工作可被视为利用物联网能力从传统的二元(B2B 或 B2C)结构到三元(B2B2C)框架提高客户满意度的领先尝试之一。
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引用次数: 0
How do firms’ respond during recession – a review and future research agenda 企业如何应对经济衰退--回顾与未来研究议程
IF 3.1 4区 管理学 Q2 BUSINESS Pub Date : 2024-07-30 DOI: 10.1108/jbim-10-2023-0576
Harini K.N., Manoj T. Thomas

Purpose

Over the years, the impact of the business cycle on firm strategy has been neglected in the area of strategic management and remains one of the most important but least developed research streams in management scholarship. Studies in this area are scattered across time and domains, therefore, there is a need to consolidate this fragmented literature to provide a comprehensive review and thus avenues for further research. This study aims to address this gap.

Design/methodology/approach

In this study, the systematic literature review (SLR) method is used to select and examine research articles in the area of firm responses and decisions during recession. This SLR examines 127 studies and carries out a thematic synthesis of the literature.

Findings

Based on the SLR and thematic synthesis of the literature, the themes identified in this study include – severity of recession impact (Theme 1); firm specific characteristics (Theme 2); resource adjustment activities (Theme 3); and firm performance (Theme 4), based on these themes and analysis this paper maps and proposes various relationships and linkages in this research domain that can be explored further for the development of scholarship in this field of study.

Originality/value

This paper fulfills the need for a systematic review of the extant literature on firms’ responses during recession. The study synthesizes literature and carries out a thematic analysis from 1980 till the period February 2024 to provide directions to advance this domain of literature.

目的多年来,商业周期对公司战略的影响在战略管理领域一直被忽视,它仍然是管理学术中最重要但最不发达的研究流之一。该领域的研究分散在不同的时间和领域,因此有必要整合这些零散的文献,以提供全面的综述,从而为进一步的研究提供途径。本研究旨在填补这一空白。本研究采用系统文献综述(SLR)的方法,对衰退期企业应对和决策领域的研究文章进行筛选和审查。研究结果基于系统性文献综述和专题性文献综述,本研究确定的主题包括--经济衰退影响的严重程度(主题 1);企业的具体特征(主题 2);资源调整活动(主题 3);以及企业绩效(主题 4),基于这些主题和分析,本文描绘并提出了这一研究领域中的各种关系和联系,可以进一步探讨这一研究领域的学术发展。原创性/价值 本文满足了对有关衰退期企业应对措施的现有文献进行系统回顾的需要。本研究对 1980 年至 2024 年 2 月期间的文献进行了综合,并开展了专题分析,从而为推进这一文献领域的研究提供了方向。
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引用次数: 0
Demystifying customer engagement in B2B markets 揭开 B2B 市场客户参与的神秘面纱
IF 3.1 4区 管理学 Q2 BUSINESS Pub Date : 2024-07-26 DOI: 10.1108/jbim-08-2023-0481
Mukta Srivastava, Sreeram Sivaramakrishnan, Neeraj Pandey

Purpose

The increased digital interactions in the B2B industry have enhanced the importance of customer engagement as a measure of firm performance. This study aims to map and analyze temporal and spatial journeys for customer engagement in B2B markets from a bibliometric perspective.

Design/methodology/approach

The extant literature on customer engagement research in the B2B context was analyzed using bibliometric analysis. The citation analysis, keyword analysis, cluster analysis, three-field plot and bibliographic coupling were used to map the intellectual structure of customer engagement in B2B markets.

Findings

The research on customer engagement in the B2B context was studied more in western countries. The analysis suggests that customer engagement in B2B markets will take centre stage in the coming times as digital channels make it easier to track critical metrics besides other key factors. Issues like digital transformation, the use of artificial intelligence for virtual engagement, personalization, innovation and salesforce management by leveraging technology would be critical for improved B2B customer engagement.

Practical implications

The study provides a comprehensive reference to scholars working in this domain.

Originality/value

The study makes a pioneering effort to comprehensively analyze the vast corpus of literature on customer engagement in B2B markets for business insights.

目的B2B行业数字化互动的增加提高了客户参与度作为衡量企业绩效的重要性。本研究旨在从文献计量学的角度,绘制并分析 B2B 市场中客户参与的时空历程。设计/方法/途径采用文献计量学分析方法,对 B2B 背景下客户参与研究的现有文献进行了分析。通过引文分析、关键词分析、聚类分析、三域图和书目耦合等方法,绘制了 B2B 市场中客户参与的知识结构图谱。分析表明,由于数字渠道更容易跟踪关键指标和其他关键因素,B2B 市场中的客户参与将在未来占据中心位置。数字化转型、使用人工智能进行虚拟参与、个性化、创新以及利用技术进行销售队伍管理等问题对于提高 B2B 客户参与度至关重要。
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引用次数: 0
Dyadic capabilities in implementing performance-based public procurement 实施基于绩效的公共采购的多元能力
IF 3.1 4区 管理学 Q2 BUSINESS Pub Date : 2024-07-25 DOI: 10.1108/jbim-09-2023-0542
Kati Loijas, Aki Jääskeläinen, Elina Karttunen

Purpose

This study aims to provide new understanding on operational and dynamic capabilities supportive to the implementation of performance-based public procurement by focusing on dyadic capabilities of a supplier and a buyer.

Design/methodology/approach

The study is based on the qualitative analysis of 20 interviews with informants representing Finnish public organizations and their private sector suppliers. The analysis is aligned with a theoretical framework connecting the phases of procurement and the capability types studied.

Findings

The findings of the study present the role of operational and dynamic capabilities of a buyer and a supplier in the implementation of performance-based procurement at public procurement phases. Preprocurement phase is found to greatly benefit from all three dynamic capabilities, while operational capabilities suffice in the contracting phase.

Social implications

Increased understanding on capabilities needed in performance-based procurement can increase the chances of success in reaching better value for money of public services and developing supplier markets.

Originality/value

The study contributes to the literature on performance-based public procurement and value-based selling by taking a dyadic approach to the operational and dynamic capabilities needed in business with an emphasis on performance. As the focus in public procurement shifts increasingly from resources to performance, involving a joint effort between buyer and supplier, the study provides insights into role of dyadic capabilities and explains how dynamic and operational capabilities together support the phases of performance-based procurement implementation in the public sector.

目的本研究旨在通过关注供应商和买方的二元能力,为支持实施基于绩效的公共采购的运营和动态能力提供新的理解。研究结果研究结果表明了买方和供应商的运营能力和动态能力在公共采购阶段实施基于绩效的采购中的作用。社会影响增加对基于绩效的采购所需的能力的了解,可以增加公共服务实现更高性价比和开发供应商市场的成功几率。原创性/价值本研究对基于绩效的公共采购和基于价值的销售方面的文献做出了贡献,它采用了以绩效为重点的二元方法来研究企业所需的运营和动态能力。随着公共采购的重点越来越多地从资源转向绩效,涉及到买方和供应商之间的共同努力,本研究提供了对二元能力作用的见解,并解释了动态能力和运营能力如何共同支持公共部门基于绩效的采购实施阶段。
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引用次数: 0
Strengthening organizational resilience: role of sustainable supply chain, digitalization and business model adaptation 加强组织复原力:可持续供应链、数字化和业务模式调整的作用
IF 3.1 4区 管理学 Q2 BUSINESS Pub Date : 2024-07-25 DOI: 10.1108/jbim-06-2023-0332
Varun Sharma, T.A.S. Vijayaraghavan, Raghu Ram Tata, Alok Raj

Purpose

Organizational resilience is a prerequisite to ensure preparedness and quick recovery from disruptions for an organization. However, there is scant literature that examines antecedents that are associated with resilience. This study aims to evaluate antecedents of organizational resilience considering three factors: sustainable supply chain management (SSCM), business model adaptation (BMA) and digitalization.

Design/methodology/approach

This study considers the dynamic capability view as a theoretical lens to formulate the hypotheses between the mentioned constructs. The authors test the hypotheses based on the data collected from 259 manufacturing companies. The authors consider structural equation modeling and mediation analysis to analyze the proposed hypotheses.

Findings

The results of structural equation modeling suggest that there is a positive association between SSCM and organizational resilience. Furthermore, the results suggest that digitalizing the business processes and deploying an adaptable business model can help organizations enhance their resilience levels.

Originality/value

This study contributes to the literature by identifying dynamic capabilities that can influence organizational resilience and extending the relevance of BMA and digitalization in the context of sustainability and resilience. Furthermore, this research informs managers on effective pathways for managing future disruptions.

目的组织复原力是确保组织做好准备并迅速从中断中恢复的先决条件。然而,很少有文献研究与复原力相关的前因。本研究旨在从可持续供应链管理(SSCM)、业务模式适应(BMA)和数字化这三个因素入手,评估组织复原力的前因。作者根据从 259 家制造企业收集到的数据对假设进行了检验。结构方程建模的结果表明,SSCM 与组织复原力之间存在正相关。此外,研究结果还表明,业务流程数字化和部署适应性强的业务模式可帮助组织提高其复原力水平。原创性/价值本研究通过确定可影响组织复原力的动态能力,并在可持续发展和复原力的背景下扩展 BMA 和数字化的相关性,从而为相关文献做出了贡献。此外,本研究还为管理者提供了管理未来干扰的有效途径。
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引用次数: 0
Industry 4.0 readiness: the impact of effective implementation of I4.0 on marketing performance 工业 4.0 准备就绪:有效实施 I4.0 对营销业绩的影响
IF 3.1 4区 管理学 Q2 BUSINESS Pub Date : 2024-07-23 DOI: 10.1108/jbim-05-2023-0289
Rohit Raj, Vimal Kumar, Nagendra Kumar Sharma, Pratima Verma

Purpose

The purpose of this study is to examine how Industry 4.0 (I4.0) implementation might improve marketing performance (MP). Early adopters now have the chance to capitalize on the advantages of this successful implementation owing to the transition to I4.0. To improve MP, businesses must be able to identify and manage their effective implementation of I4.0 technologies, which are essential to improve industrial performance.

Design/methodology/approach

A survey was created and sent to 311 samples of manufacturing companies. To investigate the hypothesis created in this context, the study includes a survey-based analysis. To present the study’s findings, partial least squares-structural equation modeling has been used.

Findings

According to the findings, it can be concluded that an efficient implementation of Industry 4.0 (EII) can improve MP by positively impacting consumer loyalty and increasing customer loyalty (CL) positively enhancing by product customization (PC). The study’s key results, however, are how both PC and CL affect MP.

Research limitations/implications

The intensive production technologies that are at the center of I4.0 will be better understood by professionals thanks to this study. The Internet of Things, artificial intelligence, additive manufacturing, sophisticated robots and many more are examples of these technologies. I4.0’s application strengthens efficiency and high-quality production. The I4.0 concept is gaining popularity in both developed and emerging countries due to its higher performance. Additionally, business people are actively working to implement I4.0 and make it a big success.

Originality/value

The study identifies the successful adoption of I4.0 that has a substantial impact on businesses’ MP. However, there is a lack of noteworthy studies that can concentrate on the marketing reach with I4.0 deployment. As a result, the goal of the current research is to comprehend how I4.0 will affect MP.

本研究旨在探讨工业 4.0(I4.0)的实施可如何提高营销绩效(MP)。由于向 I4.0 过渡,早期采用者现在有机会利用这一成功实施的优势。为了提高营销绩效,企业必须能够识别和管理 I4.0 技术的有效实施,这对提高工业绩效至关重要。为了研究在此背景下提出的假设,本研究采用了基于调查的分析方法。研究结果根据研究结果可以得出结论,有效实施工业 4.0(EII)可以通过积极影响消费者忠诚度和提高客户忠诚度(CL)来改善制造业。然而,本研究的关键结果在于 PC 和 CL 如何影响 MP。研究局限性/影响由于本研究的开展,专业人士将更好地了解作为工业 4.0 核心的集约化生产技术。物联网、人工智能、增材制造、精密机器人等都是这些技术的实例。I4.0 的应用提高了生产效率和质量。I4.0 概念因其更高的性能在发达国家和新兴国家都越来越受欢迎。此外,企业界人士也在积极努力实施 I4.0,并使其大获成功。然而,目前还缺乏能够集中研究 I4.0 部署所带来的营销影响的值得关注的研究。因此,当前研究的目标是了解 I4.0 将如何影响 MP。
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引用次数: 0
Mapping global value chain, production network, and commodity chain literature using scientometrics: an integrative resilient value chains model based on a review of the literature 利用科学计量学绘制全球价值链、生产网络和商品链文献图:基于文献综述的综合弹性价值链模型
IF 3.1 4区 管理学 Q2 BUSINESS Pub Date : 2024-07-18 DOI: 10.1108/jbim-04-2023-0195
Anton Klarin, Pradeep Kanta Ray, Sangeeta Ray, Qijie Xiao

Purpose

Global value chains (GVCs) are facing unprecedented pressures arising from structural changes in the global economy and exogenous shocks including military conflicts and the aftermath of COVID-19. Considering the importance of value chain analysis in the current environment, the purpose of the study is to provide an up-to-date overarching global value chain literature review study that offers suggestions for research and practice to ensure resilient value and supply chains.

Design/methodology/approach

The authors provide a comprehensive review of literature of the value chain, commodity chain and production network research based on a systems overview of 5,628 publications to identify the extent of research on vulnerabilities and resilience of value chains globally and gaps therein. To provide the systems overview, the authors use scientometric content co-occurrence analysis methods to analyze and identify gaps within the existing literature.

Findings

Based on this overarching review of the literature, the authors identify gaps in the literature primarily related to the issue of unpreparedness of value chains to exogenous shocks. The authors suggest future research directions and propose an integrative model along with recommendations for restructuring value chains for resilience amidst exogenous shocks.

Originality/value

This study carries out an overarching study of interdisciplinary GVC literature in the age of geopolitical and societal challenges and is thus able to offer holistic insights and propositions for future research.

目的全球价值链(GVC)正面临着前所未有的压力,这些压力来自全球经济的结构性变化以及包括军事冲突和 COVID-19 后果在内的外来冲击。考虑到价值链分析在当前环境下的重要性,本研究旨在提供最新的全球价值链文献综述研究,为研究和实践提供建议,以确保价值链和供应链具有复原力。 设计/方法/途径 作者在对 5628 篇出版物进行系统综述的基础上,对价值链、商品链和生产网络研究文献进行了全面综述,以确定全球范围内有关价值链脆弱性和复原力的研究程度及其差距。为了提供系统概述,作者使用了科学计量学内容共现分析方法来分析和确定现有文献中存在的差距。研究结果基于对文献的总体回顾,作者确定了文献中的差距,主要涉及价值链对外部冲击缺乏准备的问题。作者提出了未来的研究方向,并提出了一个综合模型,以及重组价值链以抵御外来冲击的建议。原创性/价值本研究对地缘政治和社会挑战时代的跨学科全球价值链文献进行了全面研究,因此能够为未来研究提供全面的见解和建议。
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引用次数: 0
Leadership, knowledge dynamics and dual-path innovation: unravelling the synergy in Pakistan’s manufacturing sector 领导力、知识动力和双路径创新:解读巴基斯坦制造业的协同效应
IF 3.1 4区 管理学 Q2 BUSINESS Pub Date : 2024-07-16 DOI: 10.1108/jbim-09-2023-0518
Abdul Hakeem Waseel, Jianhua Zhang, Umair Zia, Malik Muhammad Mohsin, Sajjad Hussain

Purpose

With ambidextrous innovation (AI) gaining paramount importance in the manufacturing sectors of emerging markets, this research aim to explore how leadership and management support (LMS) amplify this type of innovation by leveraging knowledge sources (KS). The study further probes the knowledge management capability (KMC) as moderating effect between KS and AI.

Design/methodology/approach

Using the convenient random sampling technique of a sample of 340 professionals within Pakistan’s manufacturing realm, data was collated via a structured questionnaire. The subsequent analysis harnessed the power of the variance-based partial least squares structural equation modelling approach.

Findings

This research underscores the pivotal role of LMS in elevating both facets of AI i.e. exploitative innovation (ERI) and exploratory innovation (ERT). KS emerge as a vital intermediary factor that bridges LMS with both types of innovation. Notably, the potency of KS in driving AI is significantly boosted by an organization’s KMC.

Originality/value

This study fills existing gaps in contemporary research by offering a nuanced perspective on how LMS enrich an organization’s dual innovation spectrum via KS. It sheds light on the symbiotic interplay of leadership, knowledge flows and innovation in Pakistan’s burgeoning manufacturing sector.

目的随着 "双向创新"(AI)在新兴市场的制造业中越来越重要,本研究旨在探讨领导力和管理支持(LMS)如何通过利用知识源(KS)来放大这种创新。本研究进一步探讨了知识管理能力(KMC)在 KS 和人工智能之间的调节作用。设计/方法/途径采用方便的随机抽样技术,对巴基斯坦制造业领域的 340 名专业人员进行了抽样调查,并通过结构化问卷整理了数据。随后的分析利用了基于方差的偏最小二乘法结构方程建模方法。研究结果这项研究强调了 LMS 在提升人工智能的两个方面(即开发性创新 (ERI) 和探索性创新 (ERT))中的关键作用。KS 是连接 LMS 与这两类创新的重要中介因素。值得注意的是,KS 在推动人工智能方面的效力受到了组织的 KMC 的显著促进。原创性/价值这项研究填补了当代研究的现有空白,从一个细微的角度探讨了 LMS 如何通过 KS 丰富组织的双重创新谱系。它揭示了巴基斯坦蓬勃发展的制造业中领导力、知识流动和创新之间的共生相互作用。
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引用次数: 0
Revisiting e-commerce platforms’ strategies of exercising channel power: a contingency perspective 重新审视电子商务平台行使渠道权力的策略:权变视角
IF 3.1 4区 管理学 Q2 BUSINESS Pub Date : 2024-07-15 DOI: 10.1108/jbim-08-2023-0444
Guangkuan Deng, Jianyu Zhang, Ying Xu, Lijuan He

Purpose

The integration of e-commerce platforms and artificial intelligence (AI) into the marketing channel ecosystem is challenging the explanatory capacity of traditional channel power theories, indicating a significant yet unaddressed research gap concerning the impact of these digital entities and AI on channel power exercise dynamics. This study adopts a contingency perspective to critically revisit how e-commerce platforms exercise channel power and the ensuing effects on channel conflicts. The purpose of this study is to extend the boundaries of traditional channel power theories, enhancing their relevance in today’s digital marketplace.

Design/methodology/approach

Building on channel power theories, the authors developed a framework tested with survey data collected from 262 sellers. This framework incorporates three key contingent variables: inter-platform competition, AI capabilities and platform value co-creation. Regression analysis was used to perform the analyses.

Findings

This study finds that intense inter-platform competition mitigates the (positive) negative relationship between platform channel power and the exercise of (non-) coercive power. Moreover, a platform’s AI capabilities and value co-creation activities diminish the potential for channel conflicts induced by the exercise of coercive power. AI capabilities can also strengthen the negative relationship between the exercise of non-coercive power and channel conflicts.

Originality/value

This study contributes to the advancement of traditional channel power theories by integrating contemporary digital elements like AI and platform dynamics. This study provides theoretical and practical insights on navigating channel power in modern marketing environments, offering strategic guidelines for optimizing channel relationships.

目的 电子商务平台和人工智能(AI)与营销渠道生态系统的融合正在挑战传统渠道权力理论的解释能力,这表明在这些数字实体和人工智能对渠道权力行使动态的影响方面还存在着巨大的研究空白。本研究采用权变视角,批判性地重新审视电子商务平台如何行使渠道权力以及随之对渠道冲突产生的影响。本研究的目的是扩展传统渠道权力理论的边界,增强其在当今数字市场中的相关性。设计/方法/途径作者以渠道权力理论为基础,开发了一个框架,并用从 262 个卖家处收集的调查数据进行了测试。该框架包含三个关键的或然变量:平台间竞争、人工智能能力和平台价值共创。本研究发现,激烈的平台间竞争缓解了平台渠道权力与行使(非)强制权力之间的(正)负关系。此外,平台的人工智能能力和价值共创活动降低了因行使强制力而引发渠道冲突的可能性。人工智能能力还能加强非强制性权力的行使与渠道冲突之间的负相关关系。原创性/价值本研究通过整合人工智能和平台动态等当代数字元素,为传统渠道权力理论的发展做出了贡献。本研究为在现代营销环境中驾驭渠道权力提供了理论和实践见解,为优化渠道关系提供了战略指导。
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引用次数: 0
An integrated ISM fuzzy MICMAC approach for unfolding the digital servitization implementation 一种综合的 ISM 模糊 MICMAC 方法,用于展开数字服务化实施工作
IF 3.1 4区 管理学 Q2 BUSINESS Pub Date : 2024-07-09 DOI: 10.1108/jbim-06-2022-0254
Camila Favoretto, Glauco Henrique de Sousa Mendes, Renata de Oliveira Mota, Moacir Godinho Filho, Lauro Osiro, Gilberto Miller Devós M.D. Ganga

Purpose

This paper aims to identify the interrelationships among critical factors for digital servitization (DS) implementation.

Design/methodology/approach

A multi-method research was used. Critical factors for a successful DS implementation were identified using a systematic literature review and expert interviews. The interpretive structural modeling (ISM) method was used to develop a hierarchical model of the identified factors, followed by the fuzzy Matrice d’Impacts Croisés Multiplication Appliqués à un Classement (MICMAC) analysis to assess their dependence and driving powers.

Findings

A total of 23 factors for DS implementation were identified, and the ISM model was developed. Based on MICMAC analysis, the factors were also grouped under four categories (dependent, driving, autonomous and linkage). A conceptual framework is proposed, highlighting that DS implementation relies on three main layers of critical factors: crafting alignment, scaling the change and achieving results.

Originality/value

The ISM and fuzzy MICMAC methods used in this study provided valuable insights into the interrelationship among the identified DS factors through a conceptual framework. To the best of the authors’ knowledge, the study is one of the first to identify critical factors influencing DS implementation and develop hierarchical relationships among them.

目的 本文旨在确定数字服务化(DS)实施的关键因素之间的相互关系。通过系统的文献综述和专家访谈,确定了成功实施数字服务化的关键因素。使用解释性结构建模(ISM)方法为确定的因素建立了一个层次模型,随后使用模糊影响矩阵乘法(MICMAC)分析评估了这些因素的依赖性和驱动力。在 MICMAC 分析的基础上,还将这些因素分为四类(依赖、驱动、自主和联系)。本研究中使用的 ISM 和模糊 MICMAC 方法通过一个概念框架对已识别的 DS 因素之间的相互关系提供了宝贵的见解。据作者所知,本研究是首次确定影响 DS 实施的关键因素并在这些因素之间建立层次关系的研究之一。
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引用次数: 0
期刊
Journal of Business & Industrial Marketing
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