释放复原力:工业 4.0 技术对制造企业应对 COVID-19 大流行的影响

IF 4.1 3区 管理学 Q2 BUSINESS Management Decision Pub Date : 2024-08-05 DOI:10.1108/md-02-2024-0262
Antonia Madrid-Guijarro, Gonzalo Maldonado-Guzmán, Rubén Rodríguez-González
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引用次数: 0

摘要

目的本研究探讨了工业 4.0 技术(I4.0)对制造业企业抵御 COVID-19 大流行的影响。设计/方法/途径实证分析涉及 304 家制造企业,采用偏最小二乘法结构方程模型(PLS-SEM)。考虑到 LOC 和 HOC 模型的统计分析验证(可靠性和有效性),采用了两步分层组件模型。选择制造业是合理的,因为在墨西哥等新兴经济体中,制造业的自动化程度很高,而且对创造就业和国家国内生产总值有重大影响。结果还证实了企业供应链复原力和吸收能力的间接影响。研究发现,吸收能力比供应链复原力具有更显著的间接影响。因此,本研究强调了利用外部知识的重要性,并突出了获取、同化、转化和利用能力在提高吸收能力方面的作用。研究局限/影响本研究的影响既适用于制造企业,也适用于公共管理部门,表明有必要实施 I4.0 技术,并制定旨在促进吸收能力的支持政策。它就 I4.0 对吸收能力、供应链复原力和 COVID-19 复原力的影响(尤其是在非必要供应链中)提供了宝贵的见解。它丰富了人们对 I4.0 在 COVID-19 危机期间如何影响供应链的吸收能力和复原力的理解。
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Unlocking resilience: the impact of Industry 4.0 technologies on manufacturing firms' response to the COVID-19 pandemic

Purpose

This research investigates the impact of Industry 4.0 technologies (I4.0) on the resilience of manufacturing firms against the COVID-19 pandemic. The study explores the mediating effects linked to the firm’s supply chain resilience and absorptive capacity in this relationship.

Design/methodology/approach

The empirical analysis involves 304 manufacturing firms and uses Partial Least Squares Structural Equation Modeling (PLS-SEM). A two-step hierarchical component model has been employed, considering the statistical analysis validation (reliability and validity) of the LOC and HOC models. The choice of the manufacturing industry is justified due to its degree of automation in emerging economies, such as Mexico, and its significant impact on job creation and the national gross domestic product.

Findings

The results confirm the positive impact of I4.0 technologies on companies’ resilience to COVID-19. They also support the indirect effects of the firm’s supply chain resilience and absorptive capacity. Absorptive capacity was found to have a higher significant indirect effect than supply chain resilience. Consequently, the study accentuates the significance of leveraging external knowledge and highlights the role of acquisition, assimilation, transformation, and exploitation capabilities in enhancing absorptive capacity.

Research limitations/implications

The implications of this research extend to both manufacturing companies and public administrations, suggesting the need for I4.0 technologies implementation and supportive policies aimed at fostering absorptive capacity.

Originality/value

This research contributes to the literature by filling gaps in empirical studies in the context of developing economies. It provides valuable insights into the effects of I4.0 on absorptive capacity, supply chain resilience, and COVID-19 resilience, particularly in non-essential supply chains. It enriches the understanding of how I4.0 impacts the absorptive capacity and resilience of the supply chain during the COVID-19 crisis.

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来源期刊
CiteScore
8.20
自引率
8.70%
发文量
126
期刊介绍: ■In-depth studies of major issues ■Operations management ■Financial management ■Motivation ■Entrepreneurship ■Problem solving and proactivity ■Serious management argument ■Strategy and policy issues ■Tactics for turning around company crises Management Decision, considered by many to be the best publication in its field, consistently offers thoughtful and provocative insights into current management practice. As such, its high calibre contributions from leading management philosophers and practitioners make it an invaluable resource in the aggressive and demanding trading climate of the Twenty-First Century.
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Compassion, value creation and digital learning orientation in social entrepreneurs The impact of supply chain revamping announcements on shareholder value Prioritizing factors for generative artificial intelligence-based innovation adoption in hospitality industry Exploring the role of heuristics in buyer–supplier relationship dynamics Understanding behavioral strategy: a historical evolutionary perspective in “Management Decision”
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