自举(财务)
供应链
能见度
灵活性(工程)
知识管理
供应链管理
大数据
多级模型
信息处理理论
计算机科学
业务
营销
信息处理
心理学
数据挖掘
经济
管理
物理
光学
神经科学
机器学习
财务
作者
Haiqing Shi,Taiwen Feng,Zhanguo Zhu
出处
期刊:Business Process Management Journal
[Emerald (MCB UP)]
日期:2023-02-02
卷期号:29 (2): 550-577
被引量:16
标识
DOI:10.1108/bpmj-08-2022-0411
摘要
Purpose Despite big data analytics capability (BDAC) has received extensive attention, how and under what conditions BDAC influences green supply chain integration (GSCI) remains unclear. This study draws on organizational information processing theory to examine the mediating effect of supply chain visibility in the BDAC–GSCI link and the moderating effects of flexibility- and control-oriented culture. Design/methodology/approach The authors examined the research model using two-waved survey data gathered from 317 Chinese firms. The authors employed hierarchical regression analysis and bootstrapping method to test hypotheses and assessed the robust of theoretical model using structural model. Findings The authors found that BDAC facilitates all three dimensions of GSCI. Supply visibility mediates the relationship between BDAC and all three dimensions of GSCI, whereas demand visibility only mediates the positive effects of BDAC on green internal and customer integration. In addition, control-oriented culture strengthens the positive impacts of BDAC on supply and demand visibility, while the moderating effects of flexibility-oriented culture are insignificant. Originality/value This research contributes to opening the “black box” of how BDAC affects GSCI and provides novel guidelines for firms enhancing the degree of GSCI.
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