IS innovativeness and supply chain resilience: the role of analytics capability and supply chain integration

IF 7.4 3区管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE

Journal of Enterprise Information Management Pub Date : 2024-05-28 DOI:10.1108/jeim-07-2023-0385

Qing Ray Cao, Isaac Elking, Vicky Ching Gu, James J. Hoffman

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引用次数: 0

Abstract

Purpose

The purpose of this study is to examine the extent to which a firm is able to leverage its information system (IS) innovativeness to improve supply chain resilience through developing and employing its analytics capability. It further considers how this mediating effect of analytics capability can be enhanced by internal and external integration.

Design/methodology/approach

Building on the logic of organizational information processing theory, a mediated moderation model is developed and tested using structural equation modeling and partial least squares regression based on survey responses from 247 working professionals.

Findings

The results indicate that IS innovativeness improves a firm’s supply chain resilience through enhanced analytics capability, with higher levels of internal and external integration further strengthening the effects of this mediating relationship.

Originality/value

This study is among the first to empirically test the effects of IS innovativeness and analytics capability on supply chain resilience and to examine the impacts of internal and external integration as key factors affecting the strength of these relationships. The findings complement existing literature through providing new insights into the linkage between IS strategy and supply chain resilience and highlighting the importance of relationships throughout the supply chain to enhance the efficacy of a firm’s analytics capability within this domain.

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信息系统创新能力和供应链复原力：分析能力和供应链整合的作用

目的本研究旨在探讨企业在多大程度上能够利用其信息系统（IS）创新能力，通过开发和利用其分析能力来提高供应链应变能力。设计/方法/途径基于组织信息处理理论的逻辑，建立了一个中介调节模型，并使用结构方程建模和偏最小二乘法回归对 247 名在职专业人员的调查反馈进行了检验。结果研究结果表明，信息系统创新能力通过增强分析能力提高了企业的供应链应变能力，而更高水平的内部和外部整合则进一步加强了这一中介关系的效果。研究结果对现有文献进行了补充，就信息系统战略与供应链复原力之间的联系提供了新的见解，并强调了整个供应链中的关系对于提高企业在这一领域的分析能力的重要性。

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

Journal of Enterprise Information Management Multiple-

CiteScore

14.80

自引率

6.20%

发文量

期刊介绍： The Journal of Enterprise Information Management (JEIM) is a significant contributor to the normative literature, offering both conceptual and practical insights supported by innovative discoveries that enrich the existing body of knowledge. Within its pages, JEIM presents research findings sourced from globally renowned experts. These contributions encompass scholarly examinations of cutting-edge theories and practices originating from leading research institutions. Additionally, the journal features inputs from senior business executives and consultants, who share their insights gleaned from specific enterprise case studies. Through these reports, readers benefit from a comparative analysis of different environmental contexts, facilitating valuable learning experiences. JEIM's distinctive blend of theoretical analysis and practical application fosters comprehensive discussions on commercial discoveries. This approach enhances the audience's comprehension of contemporary, applied, and rigorous information management practices, which extend across entire enterprises and their intricate supply chains.