大数据
供应链
供应链管理
杠杆(统计)
权变理论
意外事故
独创性
业务
过程管理
数据集成
知识管理
计算机科学
营销
数据挖掘
语言学
机器学习
哲学
政治学
法学
创造力
作者
Yang Liu,Wei Fang,Taiwen Feng,Na Gao
出处
期刊:Industrial Management and Data Systems
[Emerald Publishing Limited]
日期:2022-08-29
卷期号:122 (11): 2558-2582
被引量:51
标识
DOI:10.1108/imds-11-2021-0696
摘要
Purpose Based on organizational information processing theory, this research explores how big data analytics capability (BDAC) contributes to green supply chain integration (GSCI) and the contingency role that data-driven decision culture plays. Design/methodology/approach Using the two-wave survey data collected from 317 Chinese manufacturing firms, the authors validate the hypotheses. Findings The results show that big data managerial capability has positive impacts on three dimensions of GSCI, while big data technical capability has positive impacts on green internal and customer integration. Moreover, green internal integration mediates the impacts of big data technical capability and managerial capability on green supplier and customer integration. Finally, data-driven decision culture alleviates the positive impacts of big data technical and managerial capability on green internal integration. Practical implications The findings suggest that firms can leverage big data technical and managerial capability to enhance information processing capability for achieving a higher degree of GSCI. Further, the critical role of data-driven decision culture in affecting the link between BDAC and GSCI should not be overlooked. Originality/value This research contributes to literature on green supply chain management by revealing the role of BDAC in improving GSCI.
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