The role of organizational ambidexterity and frugal innovation in enhancing circular supply chains: The effect of artificial intelligence capabilities

IF 12.9 1区 管理学 Q1 BUSINESS Technological Forecasting and Social Change Pub Date : 2024-11-27 DOI:10.1016/j.techfore.2024.123905
Ayman Al-kahtib , Mohammad Alghababsheh , Mais Khattab
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Abstract

Integrating circular economy practices into supply chains is hailed as an effective pathway towards addressing pollution and resource depletion. However, implementing circular supply chains (CSCs) requires major shifts in current organizations' systems, processes, and competencies. Therefore, the successful implementation of CSCs depends largely on organizations' innovative and adaptive activities and capabilities; however, the role of such in the implementation of CSCs has largely been overlooked in the extant literature. To address this, this study investigates the impact of organizational ambidexterity activities (exploration and exploitation) on frugal innovation and, in turn, on the CSC. The study further examines the moderating role of artificial intelligence capabilities regarding the impact of frugal innovation on CSCs. We carried out a structured survey of textile manufacturing firms operating in Jordan, from which we gained 210 responses. The responses were analyzed using the SmartPLS software suite to assess the veracity of the measurement and test the hypothesized relationships. The analysis demonstrated that organizational ambidexterity activities (i.e., exploration and exploitation) positively influence frugal innovation. Additionally, the analysis uncovered that frugal innovation exerts a positive impact on the CSC, which is further enhanced when firm develop artificial intelligence capabilities. This provides valuable insights into the theoretical discourse and managerial practice on innovation and supply chain management.
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组织灵活性和节俭创新在加强循环供应链中的作用:人工智能能力的影响
将循环经济实践融入供应链被誉为解决污染和资源枯竭问题的有效途径。然而,实施循环供应链(CSCs)要求当前组织的系统、流程和能力发生重大转变。因此,成功实施循环供应链在很大程度上取决于组织的创新和适应活动及能力;然而,现有文献在很大程度上忽视了创新和适应活动及能力在实施循环供应链中的作用。为了解决这个问题,本研究探讨了组织的灵活性活动(探索和利用)对节俭创新的影响,进而对供应链的影响。本研究还进一步探讨了人工智能能力对节俭创新对 CSC 影响的调节作用。我们对在约旦运营的纺织制造企业进行了结构化调查,从中获得了 210 份回复。我们使用 SmartPLS 软件套件对这些答复进行了分析,以评估测量的真实性并检验假设的关系。分析表明,组织灵活性活动(即探索和利用)对节俭创新有积极影响。此外,分析还发现,节俭创新对 CSC 有积极影响,而当企业发展人工智能能力时,这种影响会进一步增强。这为创新与供应链管理的理论探讨和管理实践提供了宝贵的启示。
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来源期刊
CiteScore
21.30
自引率
10.80%
发文量
813
期刊介绍: Technological Forecasting and Social Change is a prominent platform for individuals engaged in the methodology and application of technological forecasting and future studies as planning tools, exploring the interconnectedness of social, environmental, and technological factors. In addition to serving as a key forum for these discussions, we offer numerous benefits for authors, including complimentary PDFs, a generous copyright policy, exclusive discounts on Elsevier publications, and more.
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