The impact of big data analytics capability on green supply chain integration: an organizational information processing theory perspective

被引:13
|
作者
Shi, Haiqing [1 ]
Feng, Taiwen [2 ]
Zhu, Zhanguo [3 ]
机构
[1] Harbin Inst Technol, Sch Management, Harbin, Peoples R China
[2] Harbin Inst Technol Weihai, Sch Econ & Management, Weihai, Peoples R China
[3] Nanjing Agr Univ, Coll Econ & Management, Nanjing, Peoples R China
基金
中国国家自然科学基金;
关键词
Big data analytics capability; Green supply chain integration; Supply chain visibility; Organizational culture; PREDICTIVE ANALYTICS; COLLABORATIVE PERFORMANCE; CULTURE; INNOVATION; VISIBILITY; MANAGEMENT; MODEL; LOGISTICS; MEDIATION; QUALITY;
D O I
10.1108/BPMJ-08-2022-0411
中图分类号
F [经济];
学科分类号
02 ;
摘要
PurposeDespite 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/approachThe 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.FindingsThe 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/valueThis research contributes to opening the "black box" of how BDAC affects GSCI and provides novel guidelines for firms enhancing the degree of GSCI.
引用
收藏
页码:550 / 577
页数:28
相关论文
共 50 条
  • [21] Organizational Behavior in Green Supply Chain Integration: Nexus Between Information Technology Capability, Green Innovation, and Organizational Performance
    Luo, Xiaoguang
    Abbas, Adnan
    Wattoo, Muhammad Umair
    Hu, Rui
    FRONTIERS IN PSYCHOLOGY, 2022, 13
  • [22] An examination of the importance of big data analytics in supply chain agility development: A dynamic capability perspective
    Mandal, Santanu
    MANAGEMENT RESEARCH REVIEW, 2018, 41 (10): : 1201 - 1219
  • [23] Big data analytics capability in healthcare operations and supply chain management: the role of green process innovation
    Smail Benzidia
    Omar Bentahar
    Julien Husson
    Naouel Makaoui
    Annals of Operations Research, 2024, 333 : 1077 - 1101
  • [24] Big data analytics capability in healthcare operations and supply chain management: the role of green process innovation
    Benzidia, Smail
    Bentahar, Omar
    Husson, Julien
    Makaoui, Naouel
    ANNALS OF OPERATIONS RESEARCH, 2024, 333 (2-3) : 1077 - 1101
  • [25] The Effectiveness of Supply Chain Risk Information Processing Capability: An Information Processing Perspective
    Fan, Huan
    Cheng, T. C. E.
    Li, Gang
    Lee, Peter K. C.
    IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2016, 63 (04) : 414 - 425
  • [26] Big Data Theory of Industrial Supply Chain Based on Complex Information Integration
    Dai, Weihuang
    Zhu, Zijiang
    Qi, Deyu
    Engineering Intelligent Systems, 2024, 32 (05): : 421 - 433
  • [27] A resource orchestration perspective of organizational big data analytics adoption: evidence from supply chain planning
    Xu, Jinou
    Pero, Margherita Emma Paola
    INTERNATIONAL JOURNAL OF PHYSICAL DISTRIBUTION & LOGISTICS MANAGEMENT, 2023, 53 (11) : 71 - 97
  • [28] Big Data Analytics Capability and Business Alignment for Organizational Agility: A Fit Perspective
    Xie, Chaohong
    Xu, Xianhao
    Gong, Yeming
    Xiong, Jie
    JOURNAL OF GLOBAL INFORMATION MANAGEMENT, 2022, 30 (01)
  • [29] The impact of big data and business analytics on supply chain management
    Ittmann, Hans W.
    JOURNAL OF TRANSPORT AND SUPPLY CHAIN MANAGEMENT, 2015, 9 (01)
  • [30] Big Data Analytics on The Supply Chain Management: A Significant Impact
    Handanga, Suilety
    Bernardino, Jorge
    Pedrosa, Isabel
    PROCEEDINGS OF 2021 16TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI'2021), 2021,