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Resiliency of manufacturing systems in the Industry 4.0 era – a systematic literature review 工业 4.0 时代制造系统的复原力 - 系统性文献综述
IF 7.6 2区 工程技术 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2024-02-13 DOI: 10.1108/jmtm-04-2022-0171
Sara El-Breshy, Ahmad E. Elhabashy, Hadi Fors, Asmaa Harfoush

Purpose

With the emergence of the different Industry 4.0 technologies and the interconnectedness between the physical and cyber components within manufacturing systems, the manufacturing environment is becoming more susceptible to unexpected disruptions, and manufacturing systems need to be even more resilient than before. Hence, the purpose of this work is to explore how does incorporating Industry 4.0 into current manufacturing systems affects (positively or negatively) its resiliency.

Design/methodology/approach

A Systematic Literature Review (SLR) was performed with a focus on studying the manufacturing system’s resilience when applying Industry 4.0 technologies. The SLR is composed of four phases, which are (1) questions formulation, (2) determining an adequate search strategy, (3) publications filtering and (4) analysis and interpretation.

Findings

From the SLR results’ analysis, four potential research opportunities are proposed related to conducting additional research within the research themes in this field, considering less studied Industry 4.0 technologies or more than one technology, investigating the impact of some technologies on manufacturing system’s resilience, exploring more avenues to incorporate resiliency to preserve the state of the system, and suggesting metrics to quantify the resilience of manufacturing systems.

Originality/value

Although there are a number of publications discussing the resiliency of manufacturing systems, none fully investigated this topic when different Industry 4.0 technologies have been considered. In addition to determining the current research state-of-art in this relatively new research area and identifying potential future research opportunities, the main value of this work is in providing insights about this research area across three different perspectives/streams: (1) Industry 4.0 technologies, (2) resiliency and (3) manufacturing systems and their intersections.

目的随着各种工业 4.0 技术的出现,以及制造系统中物理组件和网络组件之间的相互关联,制造环境越来越容易受到意外干扰的影响,制造系统需要比以前更具弹性。因此,这项工作的目的是探讨将工业 4.0 融入当前的制造系统会如何(积极或消极地)影响其复原力。设计/方法/途径进行了系统性文献综述(SLR),重点研究制造系统在应用工业 4.0 技术时的复原力。系统文献综述由四个阶段组成,分别是:(1)提出问题;(2)确定适当的搜索策略;(3)筛选出版物;(4)分析和解释。研究结果从系统文献综述的结果分析中,提出了四个潜在的研究机会,涉及在该领域的研究主题范围内开展更多研究,考虑研究较少的工业 4.原创性/价值虽然有许多出版物讨论了制造系统的复原力,但没有任何出版物在考虑不同工业 4.0 技术时对这一主题进行全面调查。除了确定这一相对较新的研究领域目前的研究现状并确定未来潜在的研究机会外,这项工作的主要价值还在于从三个不同的视角/流为这一研究领域提供见解:(1) 工业 4.0 技术,(2) 复原力和 (3) 制造系统及其交叉点。
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引用次数: 0
A system dynamics approach to the balanced scorecard: a review and dynamic strategy map for operations management 平衡计分卡的系统动力学方法:运营管理的回顾和动态战略图
IF 7.6 2区 工程技术 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2024-02-12 DOI: 10.1108/jmtm-02-2022-0069
Ivo Hristov, Matteo Cristofaro, Riccardo Camilli, Luna Leoni

Purpose

This paper aims to (1) identify the different performance drivers (lead indicators) and outcome measures (lag indicators) investigated in the literature concerning the four balanced scorecard (BSC) perspectives in operations management (OM) contexts and (2) understand how performance drivers and outcome measures (and substantiated perspectives) are related.

Design/methodology/approach

We undertake a systematic literature review of the BSC literature in OM journals. From the final sample of 40 articles, performance drivers and outcome measures have been identified, and the relationships amongst them have been synthesised according to the system dynamics approach.

Findings

Findings show (1) the most relevant performance drivers and outcome measures within each BSC perspective, (2) their relationships, (3) how the perspectives are linked through the performance drivers and outcome measures and (4) how the different measures relate systemically. Accordingly, four causal loops amongst identified measures have been built, which – jointly considered – allowed for the creation of a dynamic strategy map for OM.

Originality/value

This study is the first one that provides a comprehensive and holistic view of how the different performance drivers and outcome measures within and between the four BSC perspectives in OM relate systemically, increasing the knowledge and understanding of scholars and practitioners.

目的本文旨在:(1) 识别运营管理(OM)中有关四种平衡计分卡(BSC)视角的文献中所研究的不同绩效驱动因素(先行指标)和结果衡量指标(滞后指标);(2) 了解绩效驱动因素和结果衡量指标(以及经证实的视角)之间的关系。研究结果研究结果表明:(1) 每种 BSC 视角中最相关的绩效驱动因素和成果衡量标准;(2) 它们之间的关系;(3) 视角如何通过绩效驱动因素和成果衡量标准联系起来;(4) 不同的衡量标准如何系统地联系起来。因此,在已确定的衡量标准之间建立了四个因果循环,通过对这些因果循环的综合考虑,创建了一个动态的运营管理战略地图。原创性/价值这项研究首次对运营管理中四个 BSC 视角内部和视角之间的不同绩效驱动因素和成果衡量标准如何系统地联系起来提供了一个全面而整体的视角,增加了学者和从业人员的知识和理解。
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引用次数: 0
Lean 4.0: a systematic literature review on the interaction between lean production and industry 4.0 pillars 精益 4.0:关于精益生产与工业 4.0 支柱之间相互作用的系统文献综述
IF 7.6 2区 工程技术 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2024-02-08 DOI: 10.1108/jmtm-04-2022-0144
Bassel Kassem, Maira Callupe, Monica Rossi, Matteo Rossini, Alberto Portioli-Staudacher

Purpose

Prior to managing a company’s processes in the presence of a combination of paradigms, there is a need to understand their underlying interaction. This paper systematically reviews the existing literature that discusses the interaction between lean production (LP) and the fourth industrial revolution (i.e. Industry 4.0). The study aims to understand how the interaction unfolds and whether it is synergistic.

Design/methodology/approach

The research relies on a systematic literature review of peer-reviewed articles from Scopus and Web of Science that discuss the interaction between the two paradigms. The final set of articles pertaining to the topic was analysed.

Findings

The article presents that the interaction between the two paradigms occurs through a representation of the pillars of the House of Lean (HoL) interacting with the nine technological pillars of Industry 4.0. There is a consensus on the synergistic nexus among the pillars and their positive impact on operational performance. We also demonstrate the weights of the interactions between the two paradigms and the areas of operations management where this interaction takes place through Sankey charts. Our research indicates that the largest synergistic interaction occurs between just-in-time and industrial Internet of Things (IIoT) and that companies should invest in IoT and cyber-physical systems as they have the greatest weight of interactions with the pillars of the HoL.

Research limitations/implications

This research facilitates a deeper insight into the interaction between LP and Industry 4.0 by organising and discussing existing research on the subject matter. It serves as a starting point for future researchers to formulate hypotheses about the interaction among the various pillars of LP and Industry 4.0, apply these interactions and test them through empirical research.

Practical implications

It could serve as a guide for managers to understand with which interactions they should start the digitalisation process.

Originality/value

With the rise in discussions on the interaction between the two paradigms, there is still an opportunity to understand the specificity of this interaction. Compared to the initial seminal works on the subject, such as Buer et al. (2018b), which investigated the direction of interaction between the two paradigms, this research contributes to further investigating this specificity and gaining a better understanding of the relationship governing the interaction between LP and Industry 4.0 by delineating the interaction state among the pillars of the two paradigms and its relevant importance.

目的在结合多种模式管理公司流程之前,有必要了解它们之间的基本互动关系。本文系统回顾了讨论精益生产(LP)与第四次工业革命(即工业 4.0)之间相互作用的现有文献。设计/方法/途径本研究依赖于对 Scopus 和 Web of Science 中讨论这两种范式之间相互作用的同行评审文章进行系统的文献综述。研究结果文章通过精益生产(HoL)的支柱与工业 4.0 的九大技术支柱相互作用的表述,介绍了两种范式之间的相互作用。各支柱之间的协同关系及其对运营绩效的积极影响已达成共识。我们还通过桑基图展示了两种范式之间互动的权重以及发生这种互动的运营管理领域。我们的研究表明,准时制与工业物联网(IIoT)之间的协同互动最大,企业应投资于物联网和网络物理系统,因为它们与 HoL 支柱的互动权重最大。它为未来的研究人员提供了一个起点,使他们能够提出有关低成本和工业 4.0 各个支柱之间相互作用的假设,应用这些相互作用,并通过实证研究对其进行检验。与最初研究该主题的开创性著作(如 Buer 等人(2018b)研究了两种范式之间的互动方向)相比,本研究通过划分两种范式支柱之间的互动状态及其相关重要性,有助于进一步研究这种特殊性,并更好地理解 LP 与工业 4.0 之间的互动关系。
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引用次数: 0
A comparative review of the complementary and conflicting nature of lean production and green manufacturing implementation 精益生产和绿色制造实施的互补性和冲突性比较审查
IF 7.6 2区 工程技术 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2024-02-06 DOI: 10.1108/jmtm-02-2022-0090
Tinotenda Machingura, Olufemi Adetunji, Catherine Maware

Purpose

Buoyed by the increasing demand for improved productivity and environmentally conscious manufacturing, research in the area of lean production and green manufacturing has experienced significant growth since Dües et al. (2013). Taking the latter as the point of reference, a review of recent developments in the complementary and conflicting areas between lean production and green manufacturing that has been missing is presented.

Design/methodology/approach

A systematic search was done to identify articles on lean production and green manufacturing from Scopus, Web of Science and Google Scholar. The population-intervention-outcome format was used to develop and answer the research questions. ATLAS.ti 22 was used to analyse 141 qualifying papers and identify the research themes.

Findings

Lean production and green manufacturing have strong synergy, and when integrated, they tend to deliver superior organisational performance than their individual implementations. This is consistent with the pre-2013 results, and other areas of synergy and divergence were also identified.

Research limitations/implications

The study considers only papers published in the manufacturing sector after Dües et al. (2013). A review of lean production and green manufacturing in integrated product-service systems may also be relevant, especially due to the continuing trend since its introduction.

Practical implications

Any new adopter of lean production should consider implementing it simultaneously with green manufacturing.

Originality/value

This study establishes the persistence of the pre-2013 patterns of synergy and divergence between lean production and green manufacturing, and identifies new considerations for their joint implementation.

目的自 Dües 等人(2013 年)以来,由于对提高生产率和具有环保意识的制造业的需求日益增长,精益生产和绿色制造领域的研究经历了显著增长。本文以后者为参照点,对精益生产和绿色制造之间互补和冲突领域的最新发展进行了综述。 设计/方法/途径通过系统检索,从 Scopus、Web of Science 和 Google Scholar 中找到了有关精益生产和绿色制造的文章。采用 "人群-干预-结果 "的形式来制定和回答研究问题。研究结果精益生产和绿色制造具有很强的协同作用,当两者整合在一起时,其组织绩效往往优于单独实施。这与 2013 年之前的结果一致,同时还发现了其他协同和分歧领域。研究局限性/影响本研究仅考虑了 Dües 等人(2013 年)之后发表的制造业论文。本研究确定了 2013 年之前精益生产和绿色制造之间的协同和分歧模式的持续性,并确定了联合实施的新考虑因素。
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引用次数: 0
Antecedents and consequences of green supply chain management practices in Ghana’s manufacturing sector 加纳制造业绿色供应链管理实践的前因后果
IF 7.6 2区 工程技术 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2024-02-02 DOI: 10.1108/jmtm-07-2023-0282
Ishmael Nanaba Acquah

Purpose

The study explores manufacturers' supply chain social capital (SCSC) (structural social capital and relational social capital) and supply chain performance, respectively, as drivers and outcome of green supply chain management practices (GSCMPs). Additionally, the study explores the direct relationship between SCSC and supply chain performance of manufacturers.

Design/methodology/approach

The author develops and tests a research model grounded in the resource-based view and the natural resource-based view theory using survey data from 100 manufacturing firms operating in Ghana. The measurement model and hypothesized paths were examined using partial least squares structural equation modeling.

Findings

The findings revealed that relational social capital of manufacturers has a positive and significant relationship with supply chain performance, but structural social capital does not. Additionally, manufacturers' structural social capital and relational social capital were found to have a positive and significant relationship with GSCMPs. Lastly, GSCMPs were found to have a positive and significant relationship with supply chain performance.

Originality/value

The study contributes to the limited literature demonstrating the contribution of intangible relational assets, specifically SCSC, toward GSCMPs implementation.

目的本研究探讨了制造商的供应链社会资本(SCSC)(结构性社会资本和关系性社会资本)和供应链绩效,它们分别是绿色供应链管理实践(GSCMPs)的驱动因素和结果。此外,本研究还探讨了 SCSC 与制造商供应链绩效之间的直接关系。作者利用在加纳运营的 100 家制造企业的调查数据,开发并测试了一个基于资源观和自然资源观理论的研究模型。研究结果研究结果表明,制造商的关系型社会资本与供应链绩效有显著的正相关关系,但结构型社会资本与供应链绩效没有显著关系。此外,还发现制造商的结构性社会资本和关系性社会资本与 GSCMPs 存在正向显著关系。最后,研究发现,GSCMPs 与供应链绩效具有正向显著关系。原创性/价值这项研究为证明无形关系资产(特别是 SCSC)对实施 GSCMPs 的贡献的有限文献做出了贡献。
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引用次数: 0
Conceptualising the robotisation of manufacturing work: a thematic analysis of the literature using soft systems thinking as lens 制造工作机器人化概念化:以软系统思维为视角的文献专题分析
IF 7.6 2区 工程技术 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2024-02-02 DOI: 10.1108/jmtm-09-2022-0332
Verena Stingl, Lasse Christiansen, Andreas Kornmaaler Hansen, Astrid Heidemann Lassen, Yang Cheng

Purpose

The introduction of robots as value-adding “workers” on the shop floor triggers complex changes to manufacturing work. Such changes involve highly entangled relationships between technology, organisation and people. Understanding such entanglements requires a holistic assessment of contemporary robotised manufacturing work, to anticipate the dynamically emerging opportunities and risks of robotised work.

Design/methodology/approach

A systematic literature review of 87 papers was conducted to capture relevant themes of change in robotised manufacturing work. The literature was analysed using a thematic analysis approach, with Checkland’s soft systems thinking as an analytical framework.

Findings

Based on the literature analysis, the authors present a systemic conceptualisation of robotised manufacturing work. Specifically, the conceptualisation highlights four entangled themes of change: work, organisation of labour, workers’ (experiences) and the firm’s environment. Moreover, the authors discuss the complex patterns of interactions between these objects as relationships that defy straightforward cause–effect models.

Practical implications

The findings draw attention to complex interactions between robotisation and manufacturing work. It can, therefore, inform strategic decisions and support projects for robotisation from a holistic perspective.

Originality/value

The authors present a novel approach to studying and designing robotised manufacturing work as a conceptual system. In particular, the paper shifts the focus towards crucial properties of the system, which are subject to complex changes alongside the introduction of robot technology in manufacturing. Soft systems thinking enables new research avenues to explain complex phenomena at the intersection of robotisation and manufacturing work.

目的引入机器人作为车间的增值 "工人",会引发制造工作的复杂变化。这种变化涉及技术、组织和人员之间的高度纠结关系。要理解这种纠葛,就需要对当代机器人化制造工作进行全面评估,以预测机器人化工作不断涌现的机遇和风险。 设计/方法/途径 对 87 篇论文进行了系统的文献综述,以捕捉机器人化制造工作变革的相关主题。在文献分析的基础上,作者提出了机器人化制造工作的系统概念。具体来说,该概念突出了四个相互纠缠的变革主题:工作、劳动组织、工人(经验)和企业环境。此外,作者还讨论了这些对象之间复杂的互动模式,认为它们之间的关系打破了直截了当的因果模式。原创性/价值作者提出了一种新颖的方法,将机器人化制造工作作为一个概念系统进行研究和设计。特别是,本文将重点转向了系统的关键属性,这些属性会随着机器人技术在制造业中的引入而发生复杂的变化。软系统思维为解释机器人化和制造工作交叉点上的复杂现象提供了新的研究途径。
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引用次数: 0
Providers or users of Industry 4.0-based solutions: how does the innovation ecosystem affect a company’s decision to engage in Industry 4.0? 基于工业 4.0 的解决方案的提供者或用户:创新生态系统如何影响公司参与工业 4.0 的决策?
IF 7.6 2区 工程技术 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2024-01-16 DOI: 10.1108/jmtm-07-2023-0270
James Boyer, Annemarie Kokosy

Purpose

Company goals, behaviors and decision-making processes may differ depending on whether a given company decides to engage in the Industry 4.0 (I4.0) paradigm as a user or as a provider of I4.0-based solutions. This paper will consider this question in-depth by focusing on the extent to which the innovation ecosystem (IES) affects these two main strategies.

Design/methodology/approach

The authors' study aims to analyze the impact of a regional information and communication technology (ICT) ecosystem on the implementation of I4.0 at the company level by using an original survey of 123 companies that are already engaged in the implementation of I4.0 in the French region of Hauts-de-France and by employing two sets of logit models.

Findings

The authors' empirical study demonstrates the importance of an innovation ecosystem-based strategy for I4.0 technology provision. It reveals that engaging in R&D collaborative projects and developing links and complex relationships with heterogeneous actors within the IES positively affects the likelihood of a given firm deciding to implement I4.0 as a provider of I4.0-based solutions. This does not, however, affect the probability of a firm engaging in the I4.0 paradigm as a user of technologies and solutions.

Practical implications

From a policy standpoint, this study could encourage decision-makers to engage with I4.0 development by developing policies targeting the reinforcement of IES at a regional level. This could also help to accelerate the adoption of I4.0 technologies by manufacturing companies and foster the development of I4.0-based solutions through specific company-targeted policies. The authors' study supports the need for manufacturing company managers to evaluate and identify the best technological strategies related to the I4.0 paradigm that meet their specific needs.

Originality/value

The authors' study shows that the decision to engage in the I4.0 paradigm as providers of I4.0-based solutions is more likely to rely on an innovation ecosystem-based strategy, while the decision to engage in the I4.0 paradigm as users of I4.0-based solutions is more likely to rely on the company’s internal strategies, resources and demand-side benefits.

目的公司的目标、行为和决策过程可能有所不同,这取决于特定公司是决定作为用户还是作为基于 I4.0 解决方案的提供商参与工业 4.0(I4.0)范式。本文将深入探讨这一问题,重点研究创新生态系统(IES)对这两种主要战略的影响程度。研究结果作者的实证研究证明了基于创新生态系统的 I4.0 技术提供战略的重要性。研究表明,参与研发合作项目并与创新生态系统中的异质参与者建立联系和复杂关系,会对特定企业决定实施 I4.0 并成为基于 I4.0 的解决方案提供商的可能性产生积极影响。从政策角度看,这项研究可以鼓励决策者通过制定政策,在地区层面加强IES,从而参与I4.0的开发。这也有助于加速制造企业采用 I4.0 技术,并通过针对企业的具体政策促进基于 I4.0 解决方案的开发。作者的研究表明,作为 I4.0 解决方案的提供者,参与 I4.0 范式的决定更有可能依赖于基于创新生态系统的战略,而作为 I4.0 解决方案的使用者,参与 I4.0 范式的决定更有可能依赖于公司的内部战略、资源和需求方利益。
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引用次数: 0
How does technological complexity affect manufacturers' innovation? Based on the perspective of vertical separation structure 技术复杂性如何影响制造商的创新?基于纵向分离结构的视角
IF 7.6 2区 工程技术 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2024-01-15 DOI: 10.1108/jmtm-09-2023-0380
Mingming Zhao, Fuxiang Wu, Xia Xu

Purpose

Complex technology not only provides potential economic benefits but also increases the difficulty of application. Whether and how upstream technological complexity affects downstream manufacturers' innovation through vertical separation structure is worth discussing, but it has not been effectively discussed.

Design/methodology/approach

Through theoretical analysis and empirical testing, this article discusses the cost effect and market competition effect caused by upstream technological complexity on downstream manufacturers and further elucidates the impact of upstream technological complexity on downstream manufacturers' innovation.

Findings

Research has found that the impact of upstream technological complexity on the downstream manufacturers' innovation depends on the cost effect and market competition effect. The cost effect caused by the complexity of upstream technology inhibits the innovation of downstream manufacturers. In contrast, the market competition effect promotes the innovation of downstream manufacturers. There are differences in the cost effect and market competition effect of upstream technological complexity on different types of downstream manufacturers, so there is also significant heterogeneity in the impact of upstream technological complexity on innovation of different types of downstream manufacturers.

Originality/value

The conclusions of this article improve the understanding of the relationship between upstream technological complexity and downstream innovation and provide helpful implications for industrial chain innovation.

目的复杂技术不仅能带来潜在的经济效益,同时也增加了应用的难度。本文通过理论分析和实证检验,探讨了上游技术复杂性对下游制造商造成的成本效应和市场竞争效应,进一步阐明了上游技术复杂性对下游制造商创新的影响。研究结果研究发现,上游技术复杂性对下游制造商创新的影响取决于成本效应和市场竞争效应。上游技术复杂性导致的成本效应抑制了下游制造商的创新。相反,市场竞争效应则会促进下游制造商的创新。上游技术复杂性对不同类型下游制造商的成本效应和市场竞争效应存在差异,因此上游技术复杂性对不同类型下游制造商创新的影响也存在显著的异质性。
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引用次数: 0
Adopting sustainability business models for value creation and delivery: an empirical investigation of manufacturing firms 采用可持续性商业模式创造和交付价值:对制造业企业的实证调查
IF 7.6 2区 工程技术 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2023-12-28 DOI: 10.1108/jmtm-03-2023-0099
Sandeep Jagani, Xiyue Deng, Paul C. Hong, Narges Mashhadi Nejad

Purpose

This paper examines the role of a sustainability business model in clarifying a firm's sustainability value articulation (SVA) to achieve sustainability outcomes and examining the moderating role of supplier involvement practices SIP and technology systems integration (TSI) in attaining sustainability outcomes.

Design/methodology/approach

Drawing upon the foundational principles of business model innovation, specifically articulation and implementation, the authors formulated a theoretical construct and empirically validate it through analysis of data collected from 692 manufacturing firms dispersed across 23 countries.

Findings

The research shows that focusing on SVA significantly improves how a company implements sustainability efforts internally (ISI) and externally (ESI), leading to better social and environmental outcomes. It also highlights that SIP improve the relationship between SVA, ESI and ISI. Similarly, TSI boosts the effect of internal and external sustainability efforts on both social (SOP) and environmental performance (EnP).

Research limitations/implications

While acknowledging the inherent constraints of survey-based research methodologies, this study offers a theoretical and verified approach for manufacturers to achieve comprehensive sustainability. It emphasizes the need for clear, actionable sustainability goals that can be met through both internal operations and external partnerships.

Practical implications

This study clarifies how manufacturers can implement sustainable business models, emphasizing the importance of clear sustainability goals and initiatives both within and outside the company. It highlights the dual aspects of supplier engagement through operational tactics (ESI) and strategic collaborations (SIP).

Social implications

This study reveals a thrilling truth: when companies champion clear sustainability goals, they unlock powerful strategies that revolutionize practices within their walls and in their external dealings. It is not just about going green; it is about weaving financial prosperity, social responsibility and environmental stewardship into the very fabric of their business models. But there is more – by cleverly engaging suppliers and harnessing cutting-edge technology, companies are not just participants in the green revolution; they are leading it, crafting a world where business thrives alongside the planet and its people.

Originality/value

This research stands out for its empirical analysis of how manufacturing firms implement sustainability innovations at the plant level, an area previously underexplored despite extensive theoretical work on sustainability-centric business models.

目的本文探讨了可持续发展商业模式在明确企业的可持续发展价值阐述(SVA)以实现可持续发展成果方面的作用,并研究了供应商参与实践 SIP 和技术系统集成(TSI)在实现可持续发展成果方面的调节作用。设计/方法/途径作者借鉴商业模式创新的基本原则,特别是阐明和实施原则,提出了一个理论构架,并通过分析从分布在 23 个国家的 692 家制造企业收集到的数据对其进行了实证验证。研究还强调,SIP 可以改善 SVA、ESI 和 ISI 之间的关系。同样,TSI 也促进了内部和外部可持续发展努力对社会绩效(SOP)和环境绩效(EnP)的影响。研究局限性/影响在承认基于调查的研究方法存在固有局限性的同时,本研究为制造商实现全面可持续发展提供了一种理论和验证方法。本研究阐明了制造商如何实施可持续发展的商业模式,强调了公司内外明确的可持续发展目标和举措的重要性。社会意义本研究揭示了一个令人激动的事实:当公司倡导明确的可持续发展目标时,它们就会释放出强大的战略,彻底改变公司内部和对外交往中的做法。这不仅仅是绿色环保的问题,而是将经济繁荣、社会责任和环境管理融入其业务模式的根本结构之中。不仅如此,通过巧妙地让供应商参与进来并利用尖端技术,企业不仅是绿色革命的参与者,更是绿色革命的领导者,他们正在打造一个企业与地球和人类共同繁荣的世界。 原创性/价值这项研究的突出之处在于,它对制造企业如何在工厂层面实施可持续发展创新进行了实证分析,尽管有关以可持续发展为中心的商业模式的理论研究非常广泛,但这一领域以前却未得到充分探索。
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引用次数: 0
Identifying factors influencing industry 4.0 adoption for sustainability 确定影响采用工业 4.0 促进可持续发展的因素
IF 7.6 2区 工程技术 Q1 ENGINEERING, INDUSTRIAL Pub Date : 2023-12-26 DOI: 10.1108/jmtm-12-2022-0416
Sohaib Mustafa, Sehrish Rana, Muhammad Mateen Naveed

Purpose

This study explores the adoption of Industry 4.0 in developing countries' export industries, focusing on factors influencing this adoption, the moderating role of market pressure and prioritizing key factors for sustainable growth.

Design/methodology/approach

Based on the “TOE theory” this study has proposed a research framework to identify the factors influencing the adoption and sustainable implementation of Industry 4.0 in the export industry. This study has collected valid datasets from 387 export-oriented industries and applied SEM-ANN dual-stage hybrid model to capture linear and nonlinear interaction between variables.

Findings

Results revealed that Technical Capabilities, System Flexibility, Software Infrastructure, Human Resource Competency and Market pressure significantly influence the Adoption of Industry 4.0. Higher market pressure as a moderator also improves the Industry 4.0 adoption process. Results also pointed out that system flexibility is a gray area in Industry 4.0 adoption, which can be enhanced in the export industry to maintain a sustainable adoption and implementation of Industry 4.0.

Originality/value

Minute information is available on the factors influencing the adoption of Industry 4.0 in export-oriented industries. This study has empirically explored the role of influential factors in Industry 4.0 and ranked them based on their normalized importance.

目的本研究探讨了发展中国家出口行业采用工业 4.0 的情况,重点关注采用工业 4.0 的影响因素、市场压力的调节作用以及优先考虑可持续增长的关键因素。研究结果表明,技术能力、系统灵活性、软件基础设施、人力资源能力和市场压力显著影响了工业 4.0 的采用。较高的市场压力作为调节因素也会改善工业 4.0 的采用过程。研究结果还指出,系统灵活性是采用工业 4.0 的灰色地带,可在出口行业中加以提高,以保持工业 4.0 的可持续采用和实施。本研究对工业 4.0 的影响因素的作用进行了实证探索,并根据其归一化重要性进行了排序。
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引用次数: 1
期刊
Journal of Manufacturing Technology Management
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