Big data analytics capabilities, SC innovation, customer readiness, and digital SC performance: the mediation role of SC resilience

Q2 Business, Management and Accounting

International Journal of Advanced Operations Management Pub Date : 2023-01-01 DOI:10.1504/ijaom.2023.129525

Mohammad A.K. Alsmairat

引用次数: 4

Abstract

This study aimed to understand the relationship between supply chain innovation (SCI), big data analytical capabilities (BDACs), customer readiness (CR), and supply chain resilience (SCR) on digital supply chain (DSC) performance. A quantitative survey-based approach was used to collect responses from 340 participants and using structure equation modelling (SEM) through smart PLS software, the data were analysed. We found that all of the enablers had a positive effect on DSC performance directly and then through the SCR as a mediation enabler. The study also contributed to the existing literature by demonstrating SCR's mediating role between SCI, CR, BDAC, and DSC performance. The implications and potential areas for future research were also discussed.

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大数据分析能力、供应链创新、客户准备度和数字化供应链绩效:供应链弹性的中介作用

本研究旨在了解供应链创新(SCI)、大数据分析能力(bdac)、客户准备(CR)和供应链弹性(SCR)对数字供应链(DSC)绩效的关系。采用基于定量调查的方法收集340名参与者的回答，并通过智能PLS软件使用结构方程建模(SEM)对数据进行分析。我们发现所有的使能因素直接对DSC绩效产生积极影响，然后通过SCR作为中介使能因素。本研究还通过证明SCR在SCI、CR、BDAC和DSC绩效之间的中介作用，为现有文献做出了贡献。并讨论了未来研究的意义和可能的领域。

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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来源期刊

International Journal of Advanced Operations Management Decision Sciences-Management Science and Operations Research

CiteScore

2.20

自引率

0.00%

发文量

期刊介绍： In today''s complex, global economy, the operations function is critical to business success. All organisations have an operations function that helps them run efficiently and productively. IJAOM is a peer reviewed international journal which publishes original, high-quality and cutting-edge research on all aspects of advanced operations management, aiming at bridging the gap between theory and practice with applications analysing the real situation. Topics covered include -Global operations management, lean/agile operations -Knowledge, service, demand and R&D management -Scheduling, sequencing, vehicle routing -Inventory management and co-ordination -Multi-objective optimisation; TQM and six sigma practices -Business process outsourcing -Aggregate planning, ERP, JIT -Performance measurement -Cultural, environmental and implementation issues -Logistics service performance, supply chain management -Product planning, lot sizing, MPS, MRP -Repetitive manufacturing and service operations -Project and technology management, network management -Modelling and simulation, decision analysis/making -Comparison of operations management in different countries