Influences of artificial intelligence and blockchain technology on financial resilience of supply chains

活力 供应链 弹性(材料科学) 块链 主题分析 结构方程建模 供应链管理 业务 定性研究 知识管理 计算机科学 营销 社会学 计算机安全 物理 热力学 社会科学 量子力学 机器学习
作者
Shivam Gupta,Sachin Modgil,Tsan‐Ming Choi,Ajay Kumar,Jiju Antony
出处
期刊:International Journal of Production Economics [Elsevier BV]
卷期号:261: 108868-108868 被引量:82
标识
DOI:10.1016/j.ijpe.2023.108868
摘要

Emerging technologies, such as artificial intelligence (AI) and blockchain technology (BT), have revolutionized the way businesses are managed nowadays, whereas the focus on financial resilience remains critical even in an era of complexity and uncertainty. This study empirically explores the capabilities of AI and BT to ascertain its role in financial resilience of a supply chain. Further study considers the environmental dynamism moderating the relationship of AI and BT leading to financial resilience of supply chains. Adopting a multi-methodological approach, we conduct an empirical and qualitative study to explore the relationship between AI, BT, and the financial resilience of supply chains. For data collection, 202 survey responses from supply chain professionals were collected to test the theoretical model, whereas the qualitative study collected responses from 25 supply chain professionals using semi-structured interviews and the grounded approach. After using structural equation modeling for the quantitative data analysis, our findings indicate that, compared to artificial intelligence, blockchain technology is stronger in facilitating financial resilience of a supply chain under the moderating influence of environmental dynamism. Thematic analysis for the qualitative study indicate the role of AI in sensing, blockchain in seizing and financial resilience in reconfiguring the opportunities lie in supply chain. AI is suitable for sensing the business environment and facilitating blockchain deployment. This study offers a theoretical contribution, along with practical implications for managers.
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