人道主义供应链中信息对齐与协作作为供应链敏捷性补充的调查研究

An investigation of information alignment and collaboration as complements to supply chain agility in humanitarian supply chain

International Journal of Production Research · 2020
被引 212 · 同刊同年前 5%
ABS 3

中文导读

研究了信息对齐与协作对人道主义供应链敏捷性的影响,并考察了人工智能驱动的大数据能力和群体间领导力的调节作用,基于193个人道主义组织的613份问卷数据。

Abstract

Our study examines the relationship between information alignment (IA), collaboration (CO) and supply chain agility (SCAG) under the moderating effects of artificial intelligence-driven big data analytics capability (AI-BDAC) and intergroup leadership (IGL). We have grounded our theoretical model in the resource-based view (RBV) and contingency theory and further tested our research hypotheses using multi-informant data collected using a web-based pre-tested instrument from 613 individuals working in 193 humanitarian organisations drawn from 24 countries located on various continents across the globe. We tested our research hypotheses using variance-based structural equation modelling (PLS-SEM). Our study offers interesting results which help to advance the theoretical debates surrounding technology-driven supply chain agility in the context of humanitarian settings. We further provide some directions to managers engaged in disaster relief operations, who are contemplating using emerging technologies to enhance collaboration and supply chain agility. Finally, we have outlined the limitations of our study and offer some future research directions.

供应链管理人道主义供应链大数据分析人工智能组织间领导力