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
  • [31] Adoption of Big Data Analytics in Supply Chain Management: Combining Organizational Factors With Supply Chain Connectivity
    Alsadi, Amin Khalil
    Alaskar, Thamir Hamad
    Mezghani, Karim
    INTERNATIONAL JOURNAL OF INFORMATION SYSTEMS AND SUPPLY CHAIN MANAGEMENT, 2021, 14 (02) : 88 - 107
  • [32] Scope of big data analytics in green supply chain management: a review
    Singh, Shubham
    Gandhi, Madhup Kantilal
    Kumar, Ankush
    CARDIOMETRY, 2022, (22): : 306 - 312
  • [33] The Impact of Supply Chain Analytics on Operational Supply Chain Transparency: An Information Processing View
    Zhu, Suning
    Song, Jiahe
    Cegielski, Casey
    Lee, Kang Bok
    AMCIS 2017 PROCEEDINGS, 2017,
  • [34] Decoupling Institutional Pressure on Green Supply Chain Management Efforts to Boost Organizational Performance: Moderating Impact of Big Data Analytics Capabilities
    Shahzad, Fakhar
    Du, Jianguo
    Khan, Imran
    Wang, Jian
    FRONTIERS IN ENVIRONMENTAL SCIENCE, 2022, 10
  • [35] Integrating big data analytics into supply chain finance: The roles of information processing and data-driven culture
    Yu, Wantao
    Wong, Chee Yew
    Chavez, Roberto
    Jacobs, Mark A.
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2021, 236
  • [36] Supply Chain Integration and Collaboration for improving Supply Chain Performance: A Dynamic Capability Theory Perspective
    Kang, Sungbae
    Moon, Taesoo
    PROCEEDINGS OF THE 49TH ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES (HICSS 2016), 2016, : 307 - 316
  • [37] IS innovativeness and supply chain resilience: the role of analytics capability and supply chain integration
    Cao, Qing Ray
    Elking, Isaac
    Gu, Vicky Ching
    Hoffman, James J.
    JOURNAL OF ENTERPRISE INFORMATION MANAGEMENT, 2024, 37 (04) : 1227 - 1253
  • [38] Environmental scanning, supply chain integration, responsiveness, and operational performance An integrative framework from an organizational information processing theory perspective
    Yu, Wantao
    Chavez, Roberto
    Jacobs, Mark
    Wong, Chee Yew
    Yuan, Chunlin
    INTERNATIONAL JOURNAL OF OPERATIONS & PRODUCTION MANAGEMENT, 2019, 39 (05) : 787 - 814
  • [39] Optimizing organizational performance in manufacturing: The role of IT capability, green supply chain integration, and green innovation
    Abbas, Adnan
    Luo, Xiaoguang
    Shahzad, Fakhar
    Wattoo, Muhammad Umair
    JOURNAL OF CLEANER PRODUCTION, 2023, 423
  • [40] Big Data Analytics for Crisis Management From an Information Processing Theory Perspective: A Multimethodological Study
    Sharma, Pankaj
    Tiwari, Sunil
    Choi, Tsan-Ming
    Kaul, Arshia
    IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2024, 71 : 10585 - 10599