Optimizing supply chain performance through sustainable manufacturing practices and capabilities in emerging markets: an integrated linear (PLS-SEM) and non-linear (fsQCA) approach

IF 6.8 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
Jewel Rana , Md Zubair Ahmad , Mohammad Fakhrul Islam , Md Nazmul Islam Jihad , Md. Rashed , Mohammed Kamruzzaman
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引用次数: 0

Abstract

Supply chain uncertainties are a key managerial concern because of their adverse influences on organizations and supply chain operations. Supply chain firms must establish a strategic construct: the capability to reconfigure, adapt, and respond during disruptive events. This study aims to empirically examine the impact of the dimensions of supply chain analytics capability and sustainable manufacturing practices, thereby achieving high levels of supply chain performance in emerging markets. The study combines the theoretical framework using dynamic capability theory to reconfigure supply chain firms’ resources and capabilities to respond to disruptive events, thereby attaining a competitive advantage in dynamic markets. By employing the proposed questionnaires, participants are collected from 333 senior supply chain professionals involved in various manufacturing industries in Bangladesh. Accordingly, the study proposed five hypotheses to test the empirical validation using partial least squares structural equation modeling (PLS-SEM) and fuzzy-set Qualitative Comparative Analysis (fsQCA). The results show that management capability, data-driven culture, supply chain management, and sustainable manufacturing process significantly impact supply chain performance using the PLS-SEM model. In the fsQCA model, the findings reveal that management capability and supply chain management are sufficient core conditions to achieve high supply chain performance. This substantial result identifies that deploying dynamic capabilities techniques for the implication of extant capabilities in combination with processes for expanding and employing new insights strengthens the supply chain’s capability to find potential uncertainties and respond to them rapidly.
通过可持续的制造实践和新兴市场的能力优化供应链绩效:集成线性(PLS-SEM)和非线性(fsQCA)方法
供应链的不确定性是一个关键的管理问题,因为它们对组织和供应链运作的不利影响。供应链企业必须建立战略结构:在破坏性事件中重新配置、适应和响应的能力。本研究旨在实证检验供应链分析能力和可持续制造实践维度的影响,从而在新兴市场实现高水平的供应链绩效。本研究结合动态能力理论的理论框架,重新配置供应链企业应对破坏性事件的资源和能力,从而在动态市场中获得竞争优势。通过采用提出的问卷调查,参与者来自孟加拉国各个制造业的333名高级供应链专业人员。据此,本研究提出5个假设,利用偏最小二乘结构方程模型(PLS-SEM)和模糊集定性比较分析(fsQCA)进行实证验证。结果表明,管理能力、数据驱动文化、供应链管理和可持续制造过程对供应链绩效有显著影响。在fsQCA模型中,研究发现管理能力和供应链管理是实现高供应链绩效的充分核心条件。这一实质性的结果表明,为现有能力的隐含部署动态能力技术,与扩展和采用新见解的过程相结合,加强了供应链发现潜在不确定性并快速响应它们的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
8.60
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